Some of my projects and notebooks related to Machine Learning😀 in one place and not scattered all over GitHub. Check out the README.md in the respective folders first.
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Updated
Feb 16, 2023 - Jupyter Notebook
Some of my projects and notebooks related to Machine Learning😀 in one place and not scattered all over GitHub. Check out the README.md in the respective folders first.
retinal eye vessel segmentation with MATLAB
Multi-task Learning for OCTA Segmentation (DRAC2022)
Processing and creating a new output from mouse data similar to Image_Points_Based including heatmap and measurement output.
Neural network capable of segmenting images of the retina, highlighting its blood vessels, which allows the specialist to assess the current state of the eye and give appropriate recommendations to the patient.
Extraction of retinal vessels from images using morphology, KNN and U-Net.
AI telegram-bot - "MedEyeService"
Retinal Vessel Segmentation with two methods, Hybrid (MCET-HHO) and Farko Adapted Algorithm
Predicting race from medical images.
This project is a part of coursework Image processing in first semester of Masters in Medical Imaging and Applications (MAIA). The objective of the project is to segment the eye vessels using morphological methods and classical image processing techniques.
Image Segmentation and Classification for Medical Applications
A medical image segmentation project for open dataset by using pytorch project
A Simple U-net model for Retinal Blood Vessel Segmentation based on tensorflow2
Retinal Vessel Segmentation: Unified Approach This repository covers retinal vessel segmentation with image processing, machine learning, and deep learning techniques, utilizing methods like Frangi filter, Random Forest Classifier, and U-Net.
The open source code for the paper "Block Attention and Switchable Normalization based Deep Learning Framework for Segmentation of Retinal Vessels"
Deep learning based retinal vessel segmentation for fluorescein angiography retinal images, IEEE Trans. Image Processing, 2020
Master's Thesis Project on Detection of Retinal Bood Vessels and their Geometrical Physical Characteristics
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