I have completed this specialization from Coursera by deeplearning.ai. I have uploaded the solutions of the assignments in this repo.
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Updated
Jul 3, 2020 - Jupyter Notebook
I have completed this specialization from Coursera by deeplearning.ai. I have uploaded the solutions of the assignments in this repo.
Segmentation of the heart, lungs and trachea on CT of the chest.
U-Net from Scratch for Brain Tumor Segmentation
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models
How to deal with DICOM files using Python packages, ImageIO and PyDicom
A curated list of Federated Learning papers/articles and recent advancements.
Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
Pneumonia Detection - Healthcare Imaging Application built with BentoML and fine-tuned Vision Transformer (ViT) model
Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models
a framework for Automated Classification of Medical Images
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages
AI Toolkit for Healthcare Imaging
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