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The Top 10 Deep Learning Medical Image Analysis Open Source Projects
Open source projects categorized as Deep Learning Medical Image Analysis
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fepegar/torchio
⭐
1,904
Medical imaging toolkit for deep learning
dependent packages
0
total releases
0
most recent commit
over 2 years ago
MIC-DKFZ/medicaldetectiontoolkit
⭐
1,249
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
NifTK/NiftyNet
⭐
1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
dependent packages
0
total releases
0
most recent commit
about 6 years ago
MedMNIST/MedMNIST
⭐
903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
dependent packages
0
total releases
0
most recent commit
over 2 years ago
nyukat/breast_cancer_classifier
⭐
804
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
dependent packages
0
total releases
0
most recent commit
over 2 years ago
mlmed/torchxrayvision
⭐
760
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
jeya-maria-jose/Medical-Transformer
⭐
484
Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021
dependent packages
0
total releases
0
most recent commit
about 4 years ago
pykale/pykale
⭐
415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
dependent packages
0
total releases
0
most recent commit
over 2 years ago
frankkramer-lab/MIScnn
⭐
338
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
dependent packages
0
total releases
0
most recent commit
over 3 years ago
TissueImageAnalytics/tiatoolbox
⭐
277
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
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