DICOM101-03_TallerPython_FileIO.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# DICOM 101: Digital Imaging and Communications in Medicine\n",
    "\n",
    "# Manejo y análisis de imágenes con Python\n",
    "\n",
    "# Ej. 3: I/O Ficheros"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "Ejemplos I/O pydicom"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: pydicom in c:\\programdata\\anaconda3\\lib\\site-packages (1.3.0)\n"
     ]
    }
   ],
   "source": [
    "# Install a pip package in the current Jupyter kernel\n",
    "import sys\n",
    "!{sys.executable} -m pip install pydicom"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0008, 0005) Specific Character Set              CS: 'ISO_IR 100'\n",
       "(0008, 0008) Image Type                          CS: ['DERIVED', 'SECONDARY', 'STATIC', 'EMISSION']\n",
       "(0008, 0012) Instance Creation Date              DA: '20190624'\n",
       "(0008, 0013) Instance Creation Time              TM: '173336'\n",
       "(0008, 0016) SOP Class UID                       UI: Nuclear Medicine Image Storage\n",
       "(0008, 0018) SOP Instance UID                    UI: 1.2.840.113704.7.1.0.209597414496108.1561390415.56\n",
       "(0008, 0020) Study Date                          DA: '20190624'\n",
       "(0008, 0021) Series Date                         DA: '20190624'\n",
       "(0008, 0022) Acquisition Date                    DA: '20190624'\n",
       "(0008, 0023) Content Date                        DA: '20190624'\n",
       "(0008, 0030) Study Time                          TM: '083148.390000'\n",
       "(0008, 0031) Series Time                         TM: '085840.375000'\n",
       "(0008, 0032) Acquisition Time                    TM: '085858.531000'\n",
       "(0008, 0033) Content Time                        TM: '085858.531000'\n",
       "(0008, 0050) Accession Number                    SH: ''\n",
       "(0008, 0060) Modality                            CS: 'NM'\n",
       "(0008, 0061) Modalities in Study                 CS: ['NM', 'CT']\n",
       "(0008, 0070) Manufacturer                        LO: 'SIEMENS NM'\n",
       "(0008, 0080) Institution Name                    LO: ''\n",
       "(0008, 0090) Referring Physician's Name          PN: ''\n",
       "(0008, 1010) Station Name                        SH: 'CT38354'\n",
       "(0008, 103e) Series Description                  LO: 'Verificacion_intrinseca'\n",
       "(0008, 1070) Operators' Name                     PN: ''\n",
       "(0008, 1090) Manufacturer's Model Name           LO: 'Encore2'\n",
       "(0008, 1155) Referenced SOP Instance UID         UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000003\n",
       "(0008, 2112)  Source Image Sequence   2 item(s) ---- \n",
       "   (0008, 1150) Referenced SOP Class UID            UI: Nuclear Medicine Image Storage\n",
       "   (0008, 1155) Referenced SOP Instance UID         UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000003\n",
       "   ---------\n",
       "   (0008, 1150) Referenced SOP Class UID            UI: Nuclear Medicine Image Storage\n",
       "   (0008, 1155) Referenced SOP Instance UID         UI: 1.2.840.113704.7.1.1.2790314956.3920135839.32267.74.155.5358979\n",
       "   ---------\n",
       "(0010, 0010) Patient's Name                      PN: 'RADIOFISICA^QC MN'\n",
       "(0010, 0020) Patient ID                          LO: '1302995$$$11382121'\n",
       "(0010, 0021) Issuer of Patient ID                LO: 'NUHSA'\n",
       "(0010, 0030) Patient's Birth Date                DA: '19890414'\n",
       "(0010, 0040) Patient's Sex                       CS: 'M'\n",
       "(0010, 1010) Patient's Age                       AS: '030Y'\n",
       "(0010, 1020) Patient's Size                      DS: \"0\"\n",
       "(0010, 1030) Patient's Weight                    DS: \"0\"\n",
       "(0018, 0026)  Intervention Drug Information Sequence   1 item(s) ---- \n",
       "   (0018, 0028) Intervention Drug Dose              DS: \"0\"\n",
       "   (0018, 0034) Intervention Drug Name              LO: ''\n",
       "   (0018, 0035) Intervention Drug Start Time        TM: '000000.000000'\n",
       "   ---------\n",
       "(0018, 0070) Counts Accumulated                  IS: ''\n",
       "(0018, 0071) Acquisition Termination Condition   CS: 'TIME'\n",
       "(0018, 1020) Software Version(s)                 LO: ['8.5.10.1', '10.5.10.12', 'syngo CT 2007E>Symbia T2>8.5.10.7 SP1>VA60B', 'VA60C']\n",
       "(0018, 1030) Protocol Name                       LO: '5.0.55334001@'\n",
       "(0018, 1074) Radionuclide Total Dose             DS: ''\n",
       "(0018, 1200) Date of Last Calibration            DA: ['20190520', '19900101', '20190520', '19900101']\n",
       "(0018, 1201) Time of Last Calibration            TM: ['171108.000000', '010000.000000', '171108.000000', '010000.000000']\n",
       "(0018, 1242) Actual Frame Duration               IS: \"460311\"\n",
       "(0018, 5100) Patient Position                    CS: 'HFS'\n",
       "(0019, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0020, 000d) Study Instance UID                  UI: 1.3.12.2.1107.5.6.1.38354.30000019062406314842100000001\n",
       "(0020, 000e) Series Instance UID                 UI: 1.2.840.113704.7.32.07.5.6.1.38354.30000019062406341096800000001\n",
       "(0020, 0010) Study ID                            SH: '10'\n",
       "(0020, 0011) Series Number                       IS: \"1000\"\n",
       "(0020, 0013) Instance Number                     IS: \"1\"\n",
       "(0020, 0052) Frame of Reference UID              UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000002\n",
       "(0020, 1002) Images in Acquisition               IS: \"1\"\n",
       "(0020, 1040) Position Reference Indicator        LO: 'unknown'\n",
       "(0020, 1208) Number of Study Related Instances   IS: \"77\"\n",
       "(0028, 0002) Samples per Pixel                   US: 1\n",
       "(0028, 0004) Photometric Interpretation          CS: 'MONOCHROME2'\n",
       "(0028, 0008) Number of Frames                    IS: \"1\"\n",
       "(0028, 0010) Rows                                US: 1024\n",
       "(0028, 0011) Columns                             US: 1024\n",
       "(0028, 0030) Pixel Spacing                       DS: ['0.599399983883', '0.599399983883']\n",
       "(0028, 0051) Corrected Image                     CS: ['UNIF', 'UNIF', 'UNIF']\n",
       "(0028, 0100) Bits Allocated                      US: 16\n",
       "(0028, 0101) Bits Stored                         US: 16\n",
       "(0028, 0102) High Bit                            US: 15\n",
       "(0028, 0103) Pixel Representation                US: 0\n",
       "(0028, 0106) Smallest Image Pixel Value          US: 0\n",
       "(0028, 0107) Largest Image Pixel Value           US: 109\n",
       "(0028, 1050) Window Center                       DS: \"54\"\n",
       "(0028, 1051) Window Width                        DS: \"109\"\n",
       "(0028, 1052) Rescale Intercept                   DS: \"0\"\n",
       "(0028, 1053) Rescale Slope                       DS: \"1\"\n",
       "(0028, 1055) Window Center & Width Explanation   LO: 'Selección del usuario'\n",
       "(0028, 1056) VOI LUT Function                    CS: 'LINEAR'\n",
       "(0028, 1101) Red Palette Color Lookup Table Desc US: [256, 0, 8]\n",
       "(0028, 1102) Green Palette Color Lookup Table De US: [256, 0, 8]\n",
       "(0028, 1103) Blue Palette Color Lookup Table Des US: [256, 0, 8]\n",
       "(0028, 1201) Red Palette Color Lookup Table Data OW: Array of 256 elements\n",
       "(0028, 1202) Green Palette Color Lookup Table Da OW: Array of 256 elements\n",
       "(0028, 1203) Blue Palette Color Lookup Table Dat OW: Array of 256 elements\n",
       "(0029, 0010) Private Creator                     LO: 'SIEMENS CSA HEADER'\n",
       "(0032, 1032) Requesting Physician                PN: 'LOPEZ^JUAN LUIS'\n",
       "(0033, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0035, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0040, 0244) Performed Procedure Step Start Date DA: '20190624'\n",
       "(0040, 0245) Performed Procedure Step Start Time TM: '083148.500000'\n",
       "(0040, 0253) Performed Procedure Step ID         SH: 'CT20190624083148'\n",
       "(0040, 0254) Performed Procedure Step Descriptio LO: ''\n",
       "(0054, 0010) Energy Window Vector                US: 1\n",
       "(0054, 0011) Number of Energy Windows            US: 1\n",
       "(0054, 0012)  Energy Window Information Sequence   1 item(s) ---- \n",
       "   (0054, 0013)  Energy Window Range Sequence   1 item(s) ---- \n",
       "      (0054, 0014) Energy Window Lower Limit           DS: \"128.81549072266\"\n",
       "      (0054, 0015) Energy Window Upper Limit           DS: \"149.70449829102\"\n",
       "      ---------\n",
       "   (0054, 0018) Energy Window Name                  SH: '99m Technetium'\n",
       "   ---------\n",
       "(0054, 0016)  Radiopharmaceutical Information Sequence   1 item(s) ---- \n",
       "   (0018, 0031) Radiopharmaceutical                 LO: ''\n",
       "   (0018, 1074) Radionuclide Total Dose             DS: \"0\"\n",
       "   (0054, 0300)  Radionuclide Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'C-163A8'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "      (0008, 0104) Code Meaning                        LO: 'Tecnecio 99'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0020) Detector Vector                     US: 1\n",
       "(0054, 0021) Number of Detectors                 US: 2\n",
       "(0054, 0022)  Detector Information Sequence   2 item(s) ---- \n",
       "   (0018, 1142) Radial Position                     DS: \"385\"\n",
       "   (0018, 1145) Center of Rotation Offset           DS: \"0\"\n",
       "   (0018, 1147) Field of View Shape                 CS: 'RECTANGLE'\n",
       "   (0018, 1149) Field of View Dimension(s)          IS: ['532', '386']\n",
       "   (0018, 1181) Collimator Type                     CS: 'NONE'\n",
       "   (0018, 1182) Focal Distance                      IS: \"0\"\n",
       "   (0018, 1183) X Focus Center                      DS: ['0', '0']\n",
       "   (0018, 1184) Y Focus Center                      DS: ['0', '0']\n",
       "   (0020, 0032) Image Position (Patient)            DS: ''\n",
       "   (0020, 0037) Image Orientation (Patient)         DS: ['1', '8.742278e-008', '0', '0', '0', '-1']\n",
       "   (0028, 0031) Zoom Factor                         DS: ['1', '1']\n",
       "   (0054, 0200) Start Angle                         DS: \"-180\"\n",
       "   (0054, 0220)  View Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'D1'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99NMG'\n",
       "      (0008, 0104) Code Meaning                        LO: 'D1'\n",
       "      ---------\n",
       "   ---------\n",
       "   (0018, 1142) Radial Position                     DS: \"385\"\n",
       "   (0018, 1145) Center of Rotation Offset           DS: \"0\"\n",
       "   (0018, 1147) Field of View Shape                 CS: 'RECTANGLE'\n",
       "   (0018, 1149) Field of View Dimension(s)          IS: ['532', '386']\n",
       "   (0018, 1181) Collimator Type                     CS: 'NONE'\n",
       "   (0018, 1182) Focal Distance                      IS: \"0\"\n",
       "   (0018, 1183) X Focus Center                      DS: ['0', '0']\n",
       "   (0018, 1184) Y Focus Center                      DS: ['0', '0']\n",
       "   (0020, 0032) Image Position (Patient)            DS: ''\n",
       "   (0020, 0037) Image Orientation (Patient)         DS: ['-1', '0', '0', '0', '0', '-1']\n",
       "   (0028, 0031) Zoom Factor                         DS: ['1', '1']\n",
       "   (0054, 0200) Start Angle                         DS: \"0\"\n",
       "   (0054, 0220)  View Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'D2'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99NMG'\n",
       "      (0008, 0104) Code Meaning                        LO: 'D2'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0410)  Patient Orientation Code Sequence   1 item(s) ---- \n",
       "   (0008, 0100) Code Value                          SH: 'F-10450'\n",
       "   (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "   (0008, 0104) Code Meaning                        LO: 'Recumbent'\n",
       "   (0054, 0412)  Patient Orientation Modifier Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'F-10340'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "      (0008, 0104) Code Meaning                        LO: 'Supine position'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0414)  Patient Gantry Relationship Code Sequence   1 item(s) ---- \n",
       "   (0008, 0100) Code Value                          SH: 'G-5190'\n",
       "   (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "   (0008, 0104) Code Meaning                        LO: 'Headfirst'\n",
       "   ---------\n",
       "(0055, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0061, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0088, 0200)  Icon Image Sequence   1 item(s) ---- \n",
       "   (0028, 0002) Samples per Pixel                   US: 1\n",
       "   (0028, 0004) Photometric Interpretation          CS: 'MONOCHROME2'\n",
       "   (0028, 0010) Rows                                US: 64\n",
       "   (0028, 0011) Columns                             US: 64\n",
       "   (0028, 0034) Pixel Aspect Ratio                  IS: ['1', '1']\n",
       "   (0028, 0100) Bits Allocated                      US: 8\n",
       "   (0028, 0101) Bits Stored                         US: 8\n",
       "   (0028, 0102) High Bit                            US: 7\n",
       "   (0028, 0103) Pixel Representation                US: 0\n",
       "   (7fe0, 0010) Pixel Data                          OB: Array of 4096 elements\n",
       "   ---------\n",
       "(00e1, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(00e1, 1014) [Unknown]                           CS: 'N'\n",
       "(00e1, 1022) [Presentation Relative Center]      DS: ['0', '0']\n",
       "(00e1, 1023) [Presentation Relative Part]        DS: ['1', '1']\n",
       "(00e1, 1024) [Presentation Horizontal Invert]    CS: 'N'\n",
       "(00e1, 1025) [Unknown]                           CS: 'N'\n",
       "(07a1, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a1, 1002) [number of images in series]        UL: 1\n",
       "(07a1, 1010) [Tamar Software Version]            LO: '12.1.5.5'\n",
       "(07a1, 102a) [Tamar Study Status]                CS: 'UNREAD'\n",
       "(07a1, 103e) Private tag data                    US: 1\n",
       "(07a1, 1040) [Tamar Study Body Part]             CS: 'HEAD'\n",
       "(07a1, 1042) Private tag data                    SH: 'NOT ASSIGNED'\n",
       "(07a1, 1043) [Unknown]                           IS: \"1\"\n",
       "(07a1, 1047) Private tag data                    CS: 'UNKNOWN'\n",
       "(07a1, 1050) [Tamar Site Id]                     US: 10203\n",
       "(07a1, 1058) Private tag data                    CS: 'A'\n",
       "(07a1, 105d) Private tag data                    DT: '20190624085334.000000'\n",
       "(07a1, 105f) Private tag data                    CS: 'N'\n",
       "(07a1, 1075) [Unknown]                           LO: ['2D', 'PALETTE']\n",
       "(07a1, 1085) [Tamar Translate Flags]             UL: 3\n",
       "(07a1, 10d0) Private tag data                    LO: '26238481334273'\n",
       "(07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a3, 1001) [Tamar Exe Software Version]        LO: '12.1.5.5'\n",
       "(07a3, 1003) [Tamar Study Has Sticky Note]       CS: 'N'\n",
       "(07a3, 1043) [Unknown]                           DS: ['0', '0', '0', '0', '1', '0', '0']\n",
       "(07a3, 1055) [Unknown]                           SH: 'N'\n",
       "(07a3, 1062)  [Unknown]   12 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'suvtype'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: ''\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '8'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '2'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'loading_in_progress'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: ''\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '4'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '1'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'viewer_changimage'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'Visualizador'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '2'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '99'\n",
       "   ---------\n",
       "(07a3, 1065) Private tag data                    CS: 'N'\n",
       "(07a3, 1099) [Unknown]                           CS: 'N'\n",
       "(07a3, 109c) [Unknown]                           CS: 'N'\n",
       "(07a3, 10b3) Private tag data                    LO: 'Inversed Grayscale'\n",
       "(07a3, 10b4) Private tag data                    US: 0\n",
       "(07a3, 10b9) Private tag data                    CS: 'N'\n",
       "(07a3, 10bb) Private tag data                    CS: 'N'\n",
       "(07a3, 10c0)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10c6)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10ca)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10cb)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a5, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a5, 1056) Private tag data                    CS: 'N'\n",
       "(07a5, 1060) Private tag data                    IS: \"1\"\n",
       "(07a5, 1063) Private tag data                    CS: ['ORIGINAL', 'PRIMARY', 'STATIC', 'EMISSION', 'UNKNOWN']\n",
       "(07a5, 1069) Private tag data                    LO: 'NM1020301'\n",
       "(6000, 0010) Overlay Rows                        US: 1024\n",
       "(6000, 0011) Overlay Columns                     US: 1024\n",
       "(6000, 0022) Overlay Description                 LO: 'ALG_ELEMENT_SET'\n",
       "(6000, 0040) Overlay Type                        CS: 'G'\n",
       "(6000, 0050) Overlay Origin                      SS: [0, 0]\n",
       "(6000, 0100) Overlay Bits Allocated              US: 1\n",
       "(6000, 0102) Overlay Bit Position                US: 0\n",
       "(6000, 3000) Overlay Data                        OW: Array of 131072 elements\n",
       "(7fe0, 0010) Pixel Data                          OW: Array of 2097152 elements\n",
       "(7fe3, 0010) Private Creator                     LO: 'SIEMENS MED NM'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cargar librería completa\n",
    "\n",
    "import pydicom\n",
    "\n",
    "file_dataset=pydicom.dcmread(\"intrinsic_unif\")\n",
    "\n",
    "file_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0008, 0005) Specific Character Set              CS: 'ISO_IR 100'\n",
       "(0008, 0008) Image Type                          CS: ['DERIVED', 'SECONDARY', 'STATIC', 'EMISSION']\n",
       "(0008, 0012) Instance Creation Date              DA: '20190624'\n",
       "(0008, 0013) Instance Creation Time              TM: '173336'\n",
       "(0008, 0016) SOP Class UID                       UI: Nuclear Medicine Image Storage\n",
       "(0008, 0018) SOP Instance UID                    UI: 1.2.840.113704.7.1.0.209597414496108.1561390415.56\n",
       "(0008, 0020) Study Date                          DA: '20190624'\n",
       "(0008, 0021) Series Date                         DA: '20190624'\n",
       "(0008, 0022) Acquisition Date                    DA: '20190624'\n",
       "(0008, 0023) Content Date                        DA: '20190624'\n",
       "(0008, 0030) Study Time                          TM: '083148.390000'\n",
       "(0008, 0031) Series Time                         TM: '085840.375000'\n",
       "(0008, 0032) Acquisition Time                    TM: '085858.531000'\n",
       "(0008, 0033) Content Time                        TM: '085858.531000'\n",
       "(0008, 0050) Accession Number                    SH: ''\n",
       "(0008, 0060) Modality                            CS: 'NM'\n",
       "(0008, 0061) Modalities in Study                 CS: ['NM', 'CT']\n",
       "(0008, 0070) Manufacturer                        LO: 'SIEMENS NM'\n",
       "(0008, 0080) Institution Name                    LO: ''\n",
       "(0008, 0090) Referring Physician's Name          PN: ''\n",
       "(0008, 1010) Station Name                        SH: 'CT38354'\n",
       "(0008, 103e) Series Description                  LO: 'Verificacion_intrinseca'\n",
       "(0008, 1070) Operators' Name                     PN: ''\n",
       "(0008, 1090) Manufacturer's Model Name           LO: 'Encore2'\n",
       "(0008, 1155) Referenced SOP Instance UID         UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000003\n",
       "(0008, 2112)  Source Image Sequence   2 item(s) ---- \n",
       "   (0008, 1150) Referenced SOP Class UID            UI: Nuclear Medicine Image Storage\n",
       "   (0008, 1155) Referenced SOP Instance UID         UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000003\n",
       "   ---------\n",
       "   (0008, 1150) Referenced SOP Class UID            UI: Nuclear Medicine Image Storage\n",
       "   (0008, 1155) Referenced SOP Instance UID         UI: 1.2.840.113704.7.1.1.2790314956.3920135839.32267.74.155.5358979\n",
       "   ---------\n",
       "(0010, 0010) Patient's Name                      PN: 'RADIOFISICA^QC MN'\n",
       "(0010, 0020) Patient ID                          LO: '1302995$$$11382121'\n",
       "(0010, 0021) Issuer of Patient ID                LO: 'NUHSA'\n",
       "(0010, 0030) Patient's Birth Date                DA: '19890414'\n",
       "(0010, 0040) Patient's Sex                       CS: 'M'\n",
       "(0010, 1010) Patient's Age                       AS: '030Y'\n",
       "(0010, 1020) Patient's Size                      DS: \"0\"\n",
       "(0010, 1030) Patient's Weight                    DS: \"0\"\n",
       "(0018, 0026)  Intervention Drug Information Sequence   1 item(s) ---- \n",
       "   (0018, 0028) Intervention Drug Dose              DS: \"0\"\n",
       "   (0018, 0034) Intervention Drug Name              LO: ''\n",
       "   (0018, 0035) Intervention Drug Start Time        TM: '000000.000000'\n",
       "   ---------\n",
       "(0018, 0070) Counts Accumulated                  IS: ''\n",
       "(0018, 0071) Acquisition Termination Condition   CS: 'TIME'\n",
       "(0018, 1020) Software Version(s)                 LO: ['8.5.10.1', '10.5.10.12', 'syngo CT 2007E>Symbia T2>8.5.10.7 SP1>VA60B', 'VA60C']\n",
       "(0018, 1030) Protocol Name                       LO: '5.0.55334001@'\n",
       "(0018, 1074) Radionuclide Total Dose             DS: ''\n",
       "(0018, 1200) Date of Last Calibration            DA: ['20190520', '19900101', '20190520', '19900101']\n",
       "(0018, 1201) Time of Last Calibration            TM: ['171108.000000', '010000.000000', '171108.000000', '010000.000000']\n",
       "(0018, 1242) Actual Frame Duration               IS: \"460311\"\n",
       "(0018, 5100) Patient Position                    CS: 'HFS'\n",
       "(0019, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0020, 000d) Study Instance UID                  UI: 1.3.12.2.1107.5.6.1.38354.30000019062406314842100000001\n",
       "(0020, 000e) Series Instance UID                 UI: 1.2.840.113704.7.32.07.5.6.1.38354.30000019062406341096800000001\n",
       "(0020, 0010) Study ID                            SH: '10'\n",
       "(0020, 0011) Series Number                       IS: \"1000\"\n",
       "(0020, 0013) Instance Number                     IS: \"1\"\n",
       "(0020, 0052) Frame of Reference UID              UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000002\n",
       "(0020, 1002) Images in Acquisition               IS: \"1\"\n",
       "(0020, 1040) Position Reference Indicator        LO: 'unknown'\n",
       "(0020, 1208) Number of Study Related Instances   IS: \"77\"\n",
       "(0028, 0002) Samples per Pixel                   US: 1\n",
       "(0028, 0004) Photometric Interpretation          CS: 'MONOCHROME2'\n",
       "(0028, 0008) Number of Frames                    IS: \"1\"\n",
       "(0028, 0010) Rows                                US: 1024\n",
       "(0028, 0011) Columns                             US: 1024\n",
       "(0028, 0030) Pixel Spacing                       DS: ['0.599399983883', '0.599399983883']\n",
       "(0028, 0051) Corrected Image                     CS: ['UNIF', 'UNIF', 'UNIF']\n",
       "(0028, 0100) Bits Allocated                      US: 16\n",
       "(0028, 0101) Bits Stored                         US: 16\n",
       "(0028, 0102) High Bit                            US: 15\n",
       "(0028, 0103) Pixel Representation                US: 0\n",
       "(0028, 0106) Smallest Image Pixel Value          US: 0\n",
       "(0028, 0107) Largest Image Pixel Value           US: 109\n",
       "(0028, 1050) Window Center                       DS: \"54\"\n",
       "(0028, 1051) Window Width                        DS: \"109\"\n",
       "(0028, 1052) Rescale Intercept                   DS: \"0\"\n",
       "(0028, 1053) Rescale Slope                       DS: \"1\"\n",
       "(0028, 1055) Window Center & Width Explanation   LO: 'Selección del usuario'\n",
       "(0028, 1056) VOI LUT Function                    CS: 'LINEAR'\n",
       "(0028, 1101) Red Palette Color Lookup Table Desc US: [256, 0, 8]\n",
       "(0028, 1102) Green Palette Color Lookup Table De US: [256, 0, 8]\n",
       "(0028, 1103) Blue Palette Color Lookup Table Des US: [256, 0, 8]\n",
       "(0028, 1201) Red Palette Color Lookup Table Data OW: Array of 256 elements\n",
       "(0028, 1202) Green Palette Color Lookup Table Da OW: Array of 256 elements\n",
       "(0028, 1203) Blue Palette Color Lookup Table Dat OW: Array of 256 elements\n",
       "(0029, 0010) Private Creator                     LO: 'SIEMENS CSA HEADER'\n",
       "(0032, 1032) Requesting Physician                PN: 'LOPEZ^JUAN LUIS'\n",
       "(0033, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0035, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0040, 0244) Performed Procedure Step Start Date DA: '20190624'\n",
       "(0040, 0245) Performed Procedure Step Start Time TM: '083148.500000'\n",
       "(0040, 0253) Performed Procedure Step ID         SH: 'CT20190624083148'\n",
       "(0040, 0254) Performed Procedure Step Descriptio LO: ''\n",
       "(0054, 0010) Energy Window Vector                US: 1\n",
       "(0054, 0011) Number of Energy Windows            US: 1\n",
       "(0054, 0012)  Energy Window Information Sequence   1 item(s) ---- \n",
       "   (0054, 0013)  Energy Window Range Sequence   1 item(s) ---- \n",
       "      (0054, 0014) Energy Window Lower Limit           DS: \"128.81549072266\"\n",
       "      (0054, 0015) Energy Window Upper Limit           DS: \"149.70449829102\"\n",
       "      ---------\n",
       "   (0054, 0018) Energy Window Name                  SH: '99m Technetium'\n",
       "   ---------\n",
       "(0054, 0016)  Radiopharmaceutical Information Sequence   1 item(s) ---- \n",
       "   (0018, 0031) Radiopharmaceutical                 LO: ''\n",
       "   (0018, 1074) Radionuclide Total Dose             DS: \"0\"\n",
       "   (0054, 0300)  Radionuclide Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'C-163A8'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "      (0008, 0104) Code Meaning                        LO: 'Tecnecio 99'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0020) Detector Vector                     US: 1\n",
       "(0054, 0021) Number of Detectors                 US: 2\n",
       "(0054, 0022)  Detector Information Sequence   2 item(s) ---- \n",
       "   (0018, 1142) Radial Position                     DS: \"385\"\n",
       "   (0018, 1145) Center of Rotation Offset           DS: \"0\"\n",
       "   (0018, 1147) Field of View Shape                 CS: 'RECTANGLE'\n",
       "   (0018, 1149) Field of View Dimension(s)          IS: ['532', '386']\n",
       "   (0018, 1181) Collimator Type                     CS: 'NONE'\n",
       "   (0018, 1182) Focal Distance                      IS: \"0\"\n",
       "   (0018, 1183) X Focus Center                      DS: ['0', '0']\n",
       "   (0018, 1184) Y Focus Center                      DS: ['0', '0']\n",
       "   (0020, 0032) Image Position (Patient)            DS: ''\n",
       "   (0020, 0037) Image Orientation (Patient)         DS: ['1', '8.742278e-008', '0', '0', '0', '-1']\n",
       "   (0028, 0031) Zoom Factor                         DS: ['1', '1']\n",
       "   (0054, 0200) Start Angle                         DS: \"-180\"\n",
       "   (0054, 0220)  View Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'D1'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99NMG'\n",
       "      (0008, 0104) Code Meaning                        LO: 'D1'\n",
       "      ---------\n",
       "   ---------\n",
       "   (0018, 1142) Radial Position                     DS: \"385\"\n",
       "   (0018, 1145) Center of Rotation Offset           DS: \"0\"\n",
       "   (0018, 1147) Field of View Shape                 CS: 'RECTANGLE'\n",
       "   (0018, 1149) Field of View Dimension(s)          IS: ['532', '386']\n",
       "   (0018, 1181) Collimator Type                     CS: 'NONE'\n",
       "   (0018, 1182) Focal Distance                      IS: \"0\"\n",
       "   (0018, 1183) X Focus Center                      DS: ['0', '0']\n",
       "   (0018, 1184) Y Focus Center                      DS: ['0', '0']\n",
       "   (0020, 0032) Image Position (Patient)            DS: ''\n",
       "   (0020, 0037) Image Orientation (Patient)         DS: ['-1', '0', '0', '0', '0', '-1']\n",
       "   (0028, 0031) Zoom Factor                         DS: ['1', '1']\n",
       "   (0054, 0200) Start Angle                         DS: \"0\"\n",
       "   (0054, 0220)  View Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'D2'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99NMG'\n",
       "      (0008, 0104) Code Meaning                        LO: 'D2'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0410)  Patient Orientation Code Sequence   1 item(s) ---- \n",
       "   (0008, 0100) Code Value                          SH: 'F-10450'\n",
       "   (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "   (0008, 0104) Code Meaning                        LO: 'Recumbent'\n",
       "   (0054, 0412)  Patient Orientation Modifier Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'F-10340'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "      (0008, 0104) Code Meaning                        LO: 'Supine position'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0414)  Patient Gantry Relationship Code Sequence   1 item(s) ---- \n",
       "   (0008, 0100) Code Value                          SH: 'G-5190'\n",
       "   (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "   (0008, 0104) Code Meaning                        LO: 'Headfirst'\n",
       "   ---------\n",
       "(0055, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0061, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0088, 0200)  Icon Image Sequence   1 item(s) ---- \n",
       "   (0028, 0002) Samples per Pixel                   US: 1\n",
       "   (0028, 0004) Photometric Interpretation          CS: 'MONOCHROME2'\n",
       "   (0028, 0010) Rows                                US: 64\n",
       "   (0028, 0011) Columns                             US: 64\n",
       "   (0028, 0034) Pixel Aspect Ratio                  IS: ['1', '1']\n",
       "   (0028, 0100) Bits Allocated                      US: 8\n",
       "   (0028, 0101) Bits Stored                         US: 8\n",
       "   (0028, 0102) High Bit                            US: 7\n",
       "   (0028, 0103) Pixel Representation                US: 0\n",
       "   (7fe0, 0010) Pixel Data                          OB: Array of 4096 elements\n",
       "   ---------\n",
       "(00e1, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(00e1, 1014) [Unknown]                           CS: 'N'\n",
       "(00e1, 1022) [Presentation Relative Center]      DS: ['0', '0']\n",
       "(00e1, 1023) [Presentation Relative Part]        DS: ['1', '1']\n",
       "(00e1, 1024) [Presentation Horizontal Invert]    CS: 'N'\n",
       "(00e1, 1025) [Unknown]                           CS: 'N'\n",
       "(07a1, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a1, 1002) [number of images in series]        UL: 1\n",
       "(07a1, 1010) [Tamar Software Version]            LO: '12.1.5.5'\n",
       "(07a1, 102a) [Tamar Study Status]                CS: 'UNREAD'\n",
       "(07a1, 103e) Private tag data                    US: 1\n",
       "(07a1, 1040) [Tamar Study Body Part]             CS: 'HEAD'\n",
       "(07a1, 1042) Private tag data                    SH: 'NOT ASSIGNED'\n",
       "(07a1, 1043) [Unknown]                           IS: \"1\"\n",
       "(07a1, 1047) Private tag data                    CS: 'UNKNOWN'\n",
       "(07a1, 1050) [Tamar Site Id]                     US: 10203\n",
       "(07a1, 1058) Private tag data                    CS: 'A'\n",
       "(07a1, 105d) Private tag data                    DT: '20190624085334.000000'\n",
       "(07a1, 105f) Private tag data                    CS: 'N'\n",
       "(07a1, 1075) [Unknown]                           LO: ['2D', 'PALETTE']\n",
       "(07a1, 1085) [Tamar Translate Flags]             UL: 3\n",
       "(07a1, 10d0) Private tag data                    LO: '26238481334273'\n",
       "(07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a3, 1001) [Tamar Exe Software Version]        LO: '12.1.5.5'\n",
       "(07a3, 1003) [Tamar Study Has Sticky Note]       CS: 'N'\n",
       "(07a3, 1043) [Unknown]                           DS: ['0', '0', '0', '0', '1', '0', '0']\n",
       "(07a3, 1055) [Unknown]                           SH: 'N'\n",
       "(07a3, 1062)  [Unknown]   12 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'suvtype'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: ''\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '8'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '2'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'loading_in_progress'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: ''\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '4'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '1'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'viewer_changimage'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'Visualizador'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '2'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '99'\n",
       "   ---------\n",
       "(07a3, 1065) Private tag data                    CS: 'N'\n",
       "(07a3, 1099) [Unknown]                           CS: 'N'\n",
       "(07a3, 109c) [Unknown]                           CS: 'N'\n",
       "(07a3, 10b3) Private tag data                    LO: 'Inversed Grayscale'\n",
       "(07a3, 10b4) Private tag data                    US: 0\n",
       "(07a3, 10b9) Private tag data                    CS: 'N'\n",
       "(07a3, 10bb) Private tag data                    CS: 'N'\n",
       "(07a3, 10c0)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10c6)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10ca)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10cb)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a5, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a5, 1056) Private tag data                    CS: 'N'\n",
       "(07a5, 1060) Private tag data                    IS: \"1\"\n",
       "(07a5, 1063) Private tag data                    CS: ['ORIGINAL', 'PRIMARY', 'STATIC', 'EMISSION', 'UNKNOWN']\n",
       "(07a5, 1069) Private tag data                    LO: 'NM1020301'\n",
       "(6000, 0010) Overlay Rows                        US: 1024\n",
       "(6000, 0011) Overlay Columns                     US: 1024\n",
       "(6000, 0022) Overlay Description                 LO: 'ALG_ELEMENT_SET'\n",
       "(6000, 0040) Overlay Type                        CS: 'G'\n",
       "(6000, 0050) Overlay Origin                      SS: [0, 0]\n",
       "(6000, 0100) Overlay Bits Allocated              US: 1\n",
       "(6000, 0102) Overlay Bit Position                US: 0\n",
       "(6000, 3000) Overlay Data                        OW: Array of 131072 elements\n",
       "(7fe0, 0010) Pixel Data                          OW: Array of 2097152 elements\n",
       "(7fe3, 0010) Private Creator                     LO: 'SIEMENS MED NM'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cargar librería completa con un nombre\n",
    "\n",
    "import pydicom as pyd\n",
    "\n",
    "file_dataset=pyd.dcmread(\"intrinsic_unif\")\n",
    "\n",
    "file_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0008, 0005) Specific Character Set              CS: 'ISO_IR 100'\n",
       "(0008, 0008) Image Type                          CS: ['DERIVED', 'SECONDARY', 'STATIC', 'EMISSION']\n",
       "(0008, 0012) Instance Creation Date              DA: '20190624'\n",
       "(0008, 0013) Instance Creation Time              TM: '173336'\n",
       "(0008, 0016) SOP Class UID                       UI: Nuclear Medicine Image Storage\n",
       "(0008, 0018) SOP Instance UID                    UI: 1.2.840.113704.7.1.0.209597414496108.1561390415.56\n",
       "(0008, 0020) Study Date                          DA: '20190624'\n",
       "(0008, 0021) Series Date                         DA: '20190624'\n",
       "(0008, 0022) Acquisition Date                    DA: '20190624'\n",
       "(0008, 0023) Content Date                        DA: '20190624'\n",
       "(0008, 0030) Study Time                          TM: '083148.390000'\n",
       "(0008, 0031) Series Time                         TM: '085840.375000'\n",
       "(0008, 0032) Acquisition Time                    TM: '085858.531000'\n",
       "(0008, 0033) Content Time                        TM: '085858.531000'\n",
       "(0008, 0050) Accession Number                    SH: ''\n",
       "(0008, 0060) Modality                            CS: 'NM'\n",
       "(0008, 0061) Modalities in Study                 CS: ['NM', 'CT']\n",
       "(0008, 0070) Manufacturer                        LO: 'SIEMENS NM'\n",
       "(0008, 0080) Institution Name                    LO: ''\n",
       "(0008, 0090) Referring Physician's Name          PN: ''\n",
       "(0008, 1010) Station Name                        SH: 'CT38354'\n",
       "(0008, 103e) Series Description                  LO: 'Verificacion_intrinseca'\n",
       "(0008, 1070) Operators' Name                     PN: ''\n",
       "(0008, 1090) Manufacturer's Model Name           LO: 'Encore2'\n",
       "(0008, 1155) Referenced SOP Instance UID         UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000003\n",
       "(0008, 2112)  Source Image Sequence   2 item(s) ---- \n",
       "   (0008, 1150) Referenced SOP Class UID            UI: Nuclear Medicine Image Storage\n",
       "   (0008, 1155) Referenced SOP Instance UID         UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000003\n",
       "   ---------\n",
       "   (0008, 1150) Referenced SOP Class UID            UI: Nuclear Medicine Image Storage\n",
       "   (0008, 1155) Referenced SOP Instance UID         UI: 1.2.840.113704.7.1.1.2790314956.3920135839.32267.74.155.5358979\n",
       "   ---------\n",
       "(0010, 0010) Patient's Name                      PN: 'RADIOFISICA^QC MN'\n",
       "(0010, 0020) Patient ID                          LO: '1302995$$$11382121'\n",
       "(0010, 0021) Issuer of Patient ID                LO: 'NUHSA'\n",
       "(0010, 0030) Patient's Birth Date                DA: '19890414'\n",
       "(0010, 0040) Patient's Sex                       CS: 'M'\n",
       "(0010, 1010) Patient's Age                       AS: '030Y'\n",
       "(0010, 1020) Patient's Size                      DS: \"0\"\n",
       "(0010, 1030) Patient's Weight                    DS: \"0\"\n",
       "(0018, 0026)  Intervention Drug Information Sequence   1 item(s) ---- \n",
       "   (0018, 0028) Intervention Drug Dose              DS: \"0\"\n",
       "   (0018, 0034) Intervention Drug Name              LO: ''\n",
       "   (0018, 0035) Intervention Drug Start Time        TM: '000000.000000'\n",
       "   ---------\n",
       "(0018, 0070) Counts Accumulated                  IS: ''\n",
       "(0018, 0071) Acquisition Termination Condition   CS: 'TIME'\n",
       "(0018, 1020) Software Version(s)                 LO: ['8.5.10.1', '10.5.10.12', 'syngo CT 2007E>Symbia T2>8.5.10.7 SP1>VA60B', 'VA60C']\n",
       "(0018, 1030) Protocol Name                       LO: '5.0.55334001@'\n",
       "(0018, 1074) Radionuclide Total Dose             DS: ''\n",
       "(0018, 1200) Date of Last Calibration            DA: ['20190520', '19900101', '20190520', '19900101']\n",
       "(0018, 1201) Time of Last Calibration            TM: ['171108.000000', '010000.000000', '171108.000000', '010000.000000']\n",
       "(0018, 1242) Actual Frame Duration               IS: \"460311\"\n",
       "(0018, 5100) Patient Position                    CS: 'HFS'\n",
       "(0019, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0020, 000d) Study Instance UID                  UI: 1.3.12.2.1107.5.6.1.38354.30000019062406314842100000001\n",
       "(0020, 000e) Series Instance UID                 UI: 1.2.840.113704.7.32.07.5.6.1.38354.30000019062406341096800000001\n",
       "(0020, 0010) Study ID                            SH: '10'\n",
       "(0020, 0011) Series Number                       IS: \"1000\"\n",
       "(0020, 0013) Instance Number                     IS: \"1\"\n",
       "(0020, 0052) Frame of Reference UID              UI: 1.3.12.2.1107.5.6.1.38354.30000019062406341096800000002\n",
       "(0020, 1002) Images in Acquisition               IS: \"1\"\n",
       "(0020, 1040) Position Reference Indicator        LO: 'unknown'\n",
       "(0020, 1208) Number of Study Related Instances   IS: \"77\"\n",
       "(0028, 0002) Samples per Pixel                   US: 1\n",
       "(0028, 0004) Photometric Interpretation          CS: 'MONOCHROME2'\n",
       "(0028, 0008) Number of Frames                    IS: \"1\"\n",
       "(0028, 0010) Rows                                US: 1024\n",
       "(0028, 0011) Columns                             US: 1024\n",
       "(0028, 0030) Pixel Spacing                       DS: ['0.599399983883', '0.599399983883']\n",
       "(0028, 0051) Corrected Image                     CS: ['UNIF', 'UNIF', 'UNIF']\n",
       "(0028, 0100) Bits Allocated                      US: 16\n",
       "(0028, 0101) Bits Stored                         US: 16\n",
       "(0028, 0102) High Bit                            US: 15\n",
       "(0028, 0103) Pixel Representation                US: 0\n",
       "(0028, 0106) Smallest Image Pixel Value          US: 0\n",
       "(0028, 0107) Largest Image Pixel Value           US: 109\n",
       "(0028, 1050) Window Center                       DS: \"54\"\n",
       "(0028, 1051) Window Width                        DS: \"109\"\n",
       "(0028, 1052) Rescale Intercept                   DS: \"0\"\n",
       "(0028, 1053) Rescale Slope                       DS: \"1\"\n",
       "(0028, 1055) Window Center & Width Explanation   LO: 'Selección del usuario'\n",
       "(0028, 1056) VOI LUT Function                    CS: 'LINEAR'\n",
       "(0028, 1101) Red Palette Color Lookup Table Desc US: [256, 0, 8]\n",
       "(0028, 1102) Green Palette Color Lookup Table De US: [256, 0, 8]\n",
       "(0028, 1103) Blue Palette Color Lookup Table Des US: [256, 0, 8]\n",
       "(0028, 1201) Red Palette Color Lookup Table Data OW: Array of 256 elements\n",
       "(0028, 1202) Green Palette Color Lookup Table Da OW: Array of 256 elements\n",
       "(0028, 1203) Blue Palette Color Lookup Table Dat OW: Array of 256 elements\n",
       "(0029, 0010) Private Creator                     LO: 'SIEMENS CSA HEADER'\n",
       "(0032, 1032) Requesting Physician                PN: 'LOPEZ^JUAN LUIS'\n",
       "(0033, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0035, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0040, 0244) Performed Procedure Step Start Date DA: '20190624'\n",
       "(0040, 0245) Performed Procedure Step Start Time TM: '083148.500000'\n",
       "(0040, 0253) Performed Procedure Step ID         SH: 'CT20190624083148'\n",
       "(0040, 0254) Performed Procedure Step Descriptio LO: ''\n",
       "(0054, 0010) Energy Window Vector                US: 1\n",
       "(0054, 0011) Number of Energy Windows            US: 1\n",
       "(0054, 0012)  Energy Window Information Sequence   1 item(s) ---- \n",
       "   (0054, 0013)  Energy Window Range Sequence   1 item(s) ---- \n",
       "      (0054, 0014) Energy Window Lower Limit           DS: \"128.81549072266\"\n",
       "      (0054, 0015) Energy Window Upper Limit           DS: \"149.70449829102\"\n",
       "      ---------\n",
       "   (0054, 0018) Energy Window Name                  SH: '99m Technetium'\n",
       "   ---------\n",
       "(0054, 0016)  Radiopharmaceutical Information Sequence   1 item(s) ---- \n",
       "   (0018, 0031) Radiopharmaceutical                 LO: ''\n",
       "   (0018, 1074) Radionuclide Total Dose             DS: \"0\"\n",
       "   (0054, 0300)  Radionuclide Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'C-163A8'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "      (0008, 0104) Code Meaning                        LO: 'Tecnecio 99'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0020) Detector Vector                     US: 1\n",
       "(0054, 0021) Number of Detectors                 US: 2\n",
       "(0054, 0022)  Detector Information Sequence   2 item(s) ---- \n",
       "   (0018, 1142) Radial Position                     DS: \"385\"\n",
       "   (0018, 1145) Center of Rotation Offset           DS: \"0\"\n",
       "   (0018, 1147) Field of View Shape                 CS: 'RECTANGLE'\n",
       "   (0018, 1149) Field of View Dimension(s)          IS: ['532', '386']\n",
       "   (0018, 1181) Collimator Type                     CS: 'NONE'\n",
       "   (0018, 1182) Focal Distance                      IS: \"0\"\n",
       "   (0018, 1183) X Focus Center                      DS: ['0', '0']\n",
       "   (0018, 1184) Y Focus Center                      DS: ['0', '0']\n",
       "   (0020, 0032) Image Position (Patient)            DS: ''\n",
       "   (0020, 0037) Image Orientation (Patient)         DS: ['1', '8.742278e-008', '0', '0', '0', '-1']\n",
       "   (0028, 0031) Zoom Factor                         DS: ['1', '1']\n",
       "   (0054, 0200) Start Angle                         DS: \"-180\"\n",
       "   (0054, 0220)  View Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'D1'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99NMG'\n",
       "      (0008, 0104) Code Meaning                        LO: 'D1'\n",
       "      ---------\n",
       "   ---------\n",
       "   (0018, 1142) Radial Position                     DS: \"385\"\n",
       "   (0018, 1145) Center of Rotation Offset           DS: \"0\"\n",
       "   (0018, 1147) Field of View Shape                 CS: 'RECTANGLE'\n",
       "   (0018, 1149) Field of View Dimension(s)          IS: ['532', '386']\n",
       "   (0018, 1181) Collimator Type                     CS: 'NONE'\n",
       "   (0018, 1182) Focal Distance                      IS: \"0\"\n",
       "   (0018, 1183) X Focus Center                      DS: ['0', '0']\n",
       "   (0018, 1184) Y Focus Center                      DS: ['0', '0']\n",
       "   (0020, 0032) Image Position (Patient)            DS: ''\n",
       "   (0020, 0037) Image Orientation (Patient)         DS: ['-1', '0', '0', '0', '0', '-1']\n",
       "   (0028, 0031) Zoom Factor                         DS: ['1', '1']\n",
       "   (0054, 0200) Start Angle                         DS: \"0\"\n",
       "   (0054, 0220)  View Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'D2'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99NMG'\n",
       "      (0008, 0104) Code Meaning                        LO: 'D2'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0410)  Patient Orientation Code Sequence   1 item(s) ---- \n",
       "   (0008, 0100) Code Value                          SH: 'F-10450'\n",
       "   (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "   (0008, 0104) Code Meaning                        LO: 'Recumbent'\n",
       "   (0054, 0412)  Patient Orientation Modifier Code Sequence   1 item(s) ---- \n",
       "      (0008, 0100) Code Value                          SH: 'F-10340'\n",
       "      (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "      (0008, 0104) Code Meaning                        LO: 'Supine position'\n",
       "      ---------\n",
       "   ---------\n",
       "(0054, 0414)  Patient Gantry Relationship Code Sequence   1 item(s) ---- \n",
       "   (0008, 0100) Code Value                          SH: 'G-5190'\n",
       "   (0008, 0102) Coding Scheme Designator            SH: '99SDM'\n",
       "   (0008, 0104) Code Meaning                        LO: 'Headfirst'\n",
       "   ---------\n",
       "(0055, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0061, 0010) Private Creator                     LO: 'SIEMENS MED NM'\n",
       "(0088, 0200)  Icon Image Sequence   1 item(s) ---- \n",
       "   (0028, 0002) Samples per Pixel                   US: 1\n",
       "   (0028, 0004) Photometric Interpretation          CS: 'MONOCHROME2'\n",
       "   (0028, 0010) Rows                                US: 64\n",
       "   (0028, 0011) Columns                             US: 64\n",
       "   (0028, 0034) Pixel Aspect Ratio                  IS: ['1', '1']\n",
       "   (0028, 0100) Bits Allocated                      US: 8\n",
       "   (0028, 0101) Bits Stored                         US: 8\n",
       "   (0028, 0102) High Bit                            US: 7\n",
       "   (0028, 0103) Pixel Representation                US: 0\n",
       "   (7fe0, 0010) Pixel Data                          OB: Array of 4096 elements\n",
       "   ---------\n",
       "(00e1, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(00e1, 1014) [Unknown]                           CS: 'N'\n",
       "(00e1, 1022) [Presentation Relative Center]      DS: ['0', '0']\n",
       "(00e1, 1023) [Presentation Relative Part]        DS: ['1', '1']\n",
       "(00e1, 1024) [Presentation Horizontal Invert]    CS: 'N'\n",
       "(00e1, 1025) [Unknown]                           CS: 'N'\n",
       "(07a1, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a1, 1002) [number of images in series]        UL: 1\n",
       "(07a1, 1010) [Tamar Software Version]            LO: '12.1.5.5'\n",
       "(07a1, 102a) [Tamar Study Status]                CS: 'UNREAD'\n",
       "(07a1, 103e) Private tag data                    US: 1\n",
       "(07a1, 1040) [Tamar Study Body Part]             CS: 'HEAD'\n",
       "(07a1, 1042) Private tag data                    SH: 'NOT ASSIGNED'\n",
       "(07a1, 1043) [Unknown]                           IS: \"1\"\n",
       "(07a1, 1047) Private tag data                    CS: 'UNKNOWN'\n",
       "(07a1, 1050) [Tamar Site Id]                     US: 10203\n",
       "(07a1, 1058) Private tag data                    CS: 'A'\n",
       "(07a1, 105d) Private tag data                    DT: '20190624085334.000000'\n",
       "(07a1, 105f) Private tag data                    CS: 'N'\n",
       "(07a1, 1075) [Unknown]                           LO: ['2D', 'PALETTE']\n",
       "(07a1, 1085) [Tamar Translate Flags]             UL: 3\n",
       "(07a1, 10d0) Private tag data                    LO: '26238481334273'\n",
       "(07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a3, 1001) [Tamar Exe Software Version]        LO: '12.1.5.5'\n",
       "(07a3, 1003) [Tamar Study Has Sticky Note]       CS: 'N'\n",
       "(07a3, 1043) [Unknown]                           DS: ['0', '0', '0', '0', '1', '0', '0']\n",
       "(07a3, 1055) [Unknown]                           SH: 'N'\n",
       "(07a3, 1062)  [Unknown]   12 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'suvtype'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: ''\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '8'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '2'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'loading_in_progress'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: ''\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '4'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '1'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'viewer_changimage'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: 'Visualizador'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '2'\n",
       "   ---------\n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 1061) [Unknown]                           LT: '99'\n",
       "   ---------\n",
       "(07a3, 1065) Private tag data                    CS: 'N'\n",
       "(07a3, 1099) [Unknown]                           CS: 'N'\n",
       "(07a3, 109c) [Unknown]                           CS: 'N'\n",
       "(07a3, 10b3) Private tag data                    LO: 'Inversed Grayscale'\n",
       "(07a3, 10b4) Private tag data                    US: 0\n",
       "(07a3, 10b9) Private tag data                    CS: 'N'\n",
       "(07a3, 10bb) Private tag data                    CS: 'N'\n",
       "(07a3, 10c0)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10c6)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10ca)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a3, 10cb)  Private tag data   1 item(s) ---- \n",
       "   (07a3, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "   (07a3, 10c1) Private tag data                    LO: 'gr41scl20'\n",
       "   (07a3, 10c2) Private tag data                    CS: 'FAST_NET'\n",
       "   (07a3, 10c3) Private tag data                    CS: 'REGULAR_CON'\n",
       "   (07a3, 10c4) Private tag data                    LO: 'pacs10336.sas.junta-andalucia.es'\n",
       "   (07a3, 10c5) Private tag data                    LO: '2104'\n",
       "   (07a3, 10c8) Private tag data                    AE: 'gr41scl20FIR'\n",
       "   (07a3, 10c9) Private tag data                    CS: 'N'\n",
       "   (07a3, 10cc) Private tag data                    LO: '1.0.0.0'\n",
       "   ---------\n",
       "(07a5, 0010) Private Creator                     LO: 'ELSCINT1'\n",
       "(07a5, 1056) Private tag data                    CS: 'N'\n",
       "(07a5, 1060) Private tag data                    IS: \"1\"\n",
       "(07a5, 1063) Private tag data                    CS: ['ORIGINAL', 'PRIMARY', 'STATIC', 'EMISSION', 'UNKNOWN']\n",
       "(07a5, 1069) Private tag data                    LO: 'NM1020301'\n",
       "(6000, 0010) Overlay Rows                        US: 1024\n",
       "(6000, 0011) Overlay Columns                     US: 1024\n",
       "(6000, 0022) Overlay Description                 LO: 'ALG_ELEMENT_SET'\n",
       "(6000, 0040) Overlay Type                        CS: 'G'\n",
       "(6000, 0050) Overlay Origin                      SS: [0, 0]\n",
       "(6000, 0100) Overlay Bits Allocated              US: 1\n",
       "(6000, 0102) Overlay Bit Position                US: 0\n",
       "(6000, 3000) Overlay Data                        OW: Array of 131072 elements\n",
       "(7fe0, 0010) Pixel Data                          OW: Array of 2097152 elements\n",
       "(7fe3, 0010) Private Creator                     LO: 'SIEMENS MED NM'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cargar solo un módulo de la librería\n",
    "\n",
    "from pydicom import dcmread\n",
    "\n",
    "file_dataset=dcmread(\"intrinsic_unif\")\n",
    "\n",
    "file_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pydicom.dataset.FileDataset"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Tipos de objeto\n",
    "\n",
    "type(file_dataset)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0010, 0030) Patient's Birth Date                DA: '19890414'\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "pydicom.dataelem.DataElement"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Acceder datalement mediante tag\n",
    "\n",
    "selected_tag=file_dataset[0x00100030]\n",
    "\n",
    "print(selected_tag)\n",
    "\n",
    "type(selected_tag)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tag: (0010, 0030)\n",
      "Name: Patient's Birth Date\n",
      "Value representation: DA\n",
      "Value multiplicity: 1\n",
      "Value representation: 19890414\n"
     ]
    }
   ],
   "source": [
    "print(\"Tag: \"+ str(selected_tag.tag))\n",
    "\n",
    "print(\"Name: \"+ str(selected_tag.name))\n",
    "\n",
    "print(\"Value representation: \"+selected_tag.VR)\n",
    "\n",
    "print(\"Value multiplicity: \"+ str(selected_tag.VM))\n",
    "\n",
    "print(\"Value representation: \"+ str(selected_tag.value))\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pydicom.tag.BaseTag'>\n",
      "<class 'str'>\n",
      "<class 'str'>\n",
      "<class 'int'>\n",
      "<class 'str'>\n"
     ]
    }
   ],
   "source": [
    "print(type(selected_tag.tag))\n",
    "\n",
    "print(type(selected_tag.name))\n",
    "\n",
    "print(type(selected_tag.VR))\n",
    "\n",
    "print(type(selected_tag.VM))\n",
    "\n",
    "print(type(selected_tag.value))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ct-phantom\\00file\n",
      "ct-phantom\\I1000001\n",
      "ct-phantom\\I1100000\n",
      "ct-phantom\\I1200000\n",
      "ct-phantom\\I1300000\n",
      "ct-phantom\\I1400000\n",
      "ct-phantom\\I1500000\n",
      "ct-phantom\\I1600000\n",
      "ct-phantom\\I1700000\n",
      "ct-phantom\\I1800000\n",
      "ct-phantom\\I1900000\n",
      "ct-phantom\\I2000000\n",
      "ct-phantom\\I2000001\n",
      "ct-phantom\\I2100000\n",
      "ct-phantom\\I2200000\n",
      "ct-phantom\\I2300000\n",
      "ct-phantom\\I2400000\n",
      "ct-phantom\\I2500000\n",
      "ct-phantom\\I2600000\n",
      "ct-phantom\\I2700000\n",
      "ct-phantom\\I2800000\n",
      "ct-phantom\\I2900000\n",
      "ct-phantom\\I3000000\n",
      "ct-phantom\\I3000001\n",
      "ct-phantom\\I3100000\n",
      "ct-phantom\\I3200000\n",
      "ct-phantom\\I3300000\n",
      "ct-phantom\\I3400000\n",
      "ct-phantom\\I3500000\n",
      "ct-phantom\\I3600000\n",
      "ct-phantom\\I3700000\n",
      "ct-phantom\\I3800000\n",
      "ct-phantom\\I3900000\n",
      "ct-phantom\\I4000000\n",
      "ct-phantom\\I4000001\n",
      "ct-phantom\\I4100000\n",
      "ct-phantom\\I4200000\n",
      "ct-phantom\\I4300000\n",
      "ct-phantom\\I4400000\n",
      "ct-phantom\\I4500000\n",
      "ct-phantom\\I4600000\n",
      "ct-phantom\\I5000000\n",
      "ct-phantom\\I6000000\n",
      "ct-phantom\\I7000000\n",
      "ct-phantom\\I8000000\n",
      "ct-phantom\\I9000000\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "for root,dirs,files in os.walk(\"ct-phantom\"):\n",
    "    for name in files:\n",
    "        print(os.path.join(root,name))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "00-file\n",
      "01-file\n",
      "02-file\n",
      "03-file\n",
      "04-file\n",
      "05-file\n",
      "06-file\n",
      "07-file\n",
      "08-file\n",
      "09-file\n",
      "10-file\n",
      "11-file\n",
      "12-file\n",
      "13-file\n",
      "14-file\n",
      "15-file\n",
      "16-file\n",
      "17-file\n",
      "18-file\n",
      "19-file\n",
      "20-file\n",
      "21-file\n",
      "22-file\n",
      "23-file\n",
      "24-file\n",
      "25-file\n",
      "26-file\n",
      "27-file\n",
      "28-file\n",
      "29-file\n",
      "30-file\n",
      "31-file\n",
      "32-file\n",
      "33-file\n",
      "34-file\n",
      "35-file\n",
      "36-file\n",
      "37-file\n",
      "38-file\n",
      "39-file\n",
      "40-file\n",
      "41-file\n",
      "42-file\n",
      "43-file\n",
      "44-file\n",
      "45-file\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "i=0\n",
    "\n",
    "for root,dirs,files in os.walk(\"ct-phantom\"):\n",
    "    for name in files:\n",
    "        \n",
    "        if i<10:\n",
    "            name_start=str(0)+str(i)\n",
    "            \n",
    "        else:\n",
    "            name_start=str(i)\n",
    "            \n",
    "        name_end=\"-file\"\n",
    "        \n",
    "        name_new=name_start+name_end\n",
    "        \n",
    "        os.rename(os.path.join(root,name), os.path.join(root,name_new))\n",
    "        \n",
    "        i+=1\n",
    "        \n",
    "for root,dirs,files in os.walk(\"ct-phantom\"):\n",
    "    for name in files:\n",
    "        print(name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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 },
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