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@nadeemlab

Nadeem Lab @ Memorial Sloan Kettering Cancer Center

Integrative Biomedical Data Analysis Lab (macro: radiology/surgery + meso: pathology + micro: molecular)

Pinned

  1. DeepLIIF DeepLIIF Public

    Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23]

    Python 136 54

  2. CEP CEP Public

    Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]

    Python 64 10

  3. Physics-ArX Physics-ArX Public

    Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]

    Python 50 13

  4. DoseRTX DoseRTX Public

    Domain knowledge driven 3D radiation dose prediction [PMB'22]

    Python 32 8

  5. ImPartial ImPartial Public

    Interactive deep learning whole-cell segmentation and thresholding using partial annotations

    Jupyter Notebook 29 3

  6. SPT SPT Public

    Spatial profiling toolbox for spatial characterization of tumor immune microenvironment in multiplex images

    Python 22 2

Repositories

Showing 10 of 13 repositories
  • SPT Public

    Spatial profiling toolbox for spatial characterization of tumor immune microenvironment in multiplex images

    Python 22 2 13 1 Updated May 9, 2024
  • ImPartial Public

    Interactive deep learning whole-cell segmentation and thresholding using partial annotations

    Jupyter Notebook 29 3 2 0 Updated May 3, 2024
  • DeepLIIF Public

    Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23]

    Python 136 54 0 0 Updated Apr 25, 2024
  • DoseRTX Public

    Domain knowledge driven 3D radiation dose prediction [PMB'22]

    Python 32 8 0 0 Updated Apr 23, 2024
  • SeqX2Y Public

    Sequence-to-sequence image and contour prediction library for longitudinal datasets [PMB'23]

    Python 15 4 0 0 Updated Apr 8, 2024
  • spt-cg-gnn Public

    SPT plugin providing default graph deep learning functionality

    Python 0 0 1 0 Updated Jan 31, 2024
  • tmi2022 Public Forked from vkola-lab/tmi2022

    A graph-transformer for whole slide image classification

    Python 0 MIT 37 0 0 Updated Jan 25, 2024
  • spt-plugin Public

    Template for SPT plugin development

    Python 0 0 0 0 Updated Jan 20, 2024
  • cg-gnn Public

    Create cell graphs from pathology slide data and train a graph neural network to predict patient outcomes for SPT.

    Python 4 AGPL-3.0 0 0 0 Updated Jan 18, 2024
  • Physics-ArX Public

    Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]

    Python 50 13 0 0 Updated May 10, 2023
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