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Top 11 medical-image-analysis open source projects

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

✭ 46

python machine-learning deep-learning metrics dataloader medical-image-analysis

Digital Pathology AI

✭ 43

javascript python HTML CSS gui deep-learning segmentation cancer-research openslide wsi medical-image-analysis

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

✭ 60

python attention-mechanism medical-image-analysis pytorch-implementation prostate-segmentation

Joint Semi-supervised Learning of Image Registration and Segmentation

✭ 38

python semi-supervised-learning image-segmentation image-registration medical-image-analysis

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

✭ 77

python r computer-vision deep-learning tensorflow medical-imaging segmentation medical-image-processing infection lung-segmentation u-net medical-image-analysis pneumonia 3d-unet lung-disease covid-19 lung-lobes covid-19-ct healthcare-imaging

An AI-powered open-source medical image analysis toolbox

✭ 45

python shell Makefile deep-learning mri musculoskeletal medical-image-analysis

[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!

✭ 108

python Jupyter Notebook medical-image-analysis 3d-images 3d-convolution acs-convolution

Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2021]

✭ 30

python deep-learning pytorch unsupervised-learning anomaly-detection medical-image-analysis

A generalizable application framework for segmentation, regression, and classification using PyTorch

✭ 77

python Roff machine-learning framework deep-learning regression pytorch medical-imaging classification segmentation data-augmentation biomedical-image-processing medical-informatics medical-image-analysis clinical-workflow

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

✭ 381

python data-science machine-learning computer-vision deep-learning pytorch transfer-learning graph-analysis domain-adaptation meta-learning medical-image-analysis multimodal-learning multimodal knowledge-aware-learning

Radiomics-research-by-using-Python

Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection, machine learning modeling, and stastical analysis.

✭ 27

Jupyter Notebook python feature-extraction medical-informatics radiomics medical-image-analysis

1-11 of 11 medical-image-analysis projects