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Top 3 computer-aided-diagnosis open source projects

isbi2017-part3

RECOD Titans participation at the ISBI 2017 challenge - Part 3

✭ 65

python shell machine-learning deep-learning tensorflow melanoma tensorflow-slim computer-aided-diagnosis isic-2017 melanoma-detection isic-challenge

prostateMR 3D-CAD-csPCa

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

✭ 32

python mri-images computer-aided-detection attention-mechanisms prostate-cancer computer-aided-diagnosis seresnet tensorflow-keras unetplusplus attention-unet probabilistic-unet

RJafroc

Artificial Intelligence: Evaluating AI, optimizing AI

✭ 17

r C++cran r-package artificial-intelligence-algorithms computer-aided-diagnosis roc-analysis froc-analysis target-localization target-classification ai-optimization

1-3 of 3 computer-aided-diagnosis projects