.. SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch> .. .. SPDX-License-Identifier: GPL-3.0-or-later .. place re-used URLs here, then include this file .. on your other RST sources. .. _idiap: http://www.idiap.ch .. _cla: https://en.wikipedia.org/wiki/Contributor_License_Agreement .. _project harmony: http://www.harmonyagreements.org/ .. _tto: mailto:tto@idiap.ch .. _conda: https://conda.io .. _python: http://www.python.org .. _pip: https://pip.pypa.io/en/stable/ .. _uv: https://github.com/astral-sh/uv .. _rye: https://github.com/astral-sh/rye .. _poetry: https://python-poetry.org .. _pixi: https://pixi.sh .. _pytorch: https://pytorch.org .. _lightning: https://lightning.ai .. _torchio: https://torchio.readthedocs.io/ .. Raw data websites .. _montgomery: https://lhncbc.nlm.nih.gov/publication/pub9931 .. _shenzhen: https://lhncbc.nlm.nih.gov/publication/pub9931 .. _indian: https://sourceforge.net/projects/tbxpredict/ .. _NIH_CXR14_re: https://nihcc.app.box.com/v/ChestXray-NIHCC .. _PadChest: https://bimcv.cipf.es/bimcv-projects/padchest/ .. _TBX11K: https://mmcheng.net/tb/ .. _drive: https://github.com/wfdubowen/Retina-Unet/tree/master/DRIVE/ .. _stare: http://cecas.clemson.edu/~ahoover/stare/ .. _hrf: https://www5.cs.fau.de/research/data/fundus-images/ .. _iostar: http://www.retinacheck.org/datasets .. _chase-db1: https://blogs.kingston.ac.uk/retinal/chasedb1/ .. _drions-db: http://www.ia.uned.es/~ejcarmona/DRIONS-DB.html .. _rim-one r3: http://medimrg.webs.ull.es/research/downloads/ .. _drishti-gs1: http://cvit.iiit.ac.in/projects/mip/drishti-gs/mip-dataset2/Home.php .. _refuge: https://refuge.grand-challenge.org/Details/ .. _amd grand-challenge: https://amd.grand-challenge.org/ .. _drhagis: https://personalpages.manchester.ac.uk/staff/niall.p.mcloughlin/ .. _montgomery county: https://openi.nlm.nih.gov/faq#faq-tb-coll .. _jsrt: http://db.jsrt.or.jp/eng.php .. _jsrt-kaggle: https://www.kaggle.com/datasets/raddar/nodules-in-chest-xrays-jsrt .. _cxr8: https://nihcc.app.box.com/v/ChestXray-NIHCC .. Annotation data websites .. _shenzhen annotations: https://www.kaggle.com/yoctoman/shcxr-lung-mask .. _cxr8-annotations: https://github.com/lucasmansilla/NIH_chest_xray14_segmentations .. _jsrt-annotations: https://www.isi.uu.nl/Research/Databases/SCR/download.php .. models .. _imagenet: https://www.image-net.org .. _alexnet: https://en.wikipedia.org/wiki/AlexNet .. _alexnet-pytorch: https://pytorch.org/hub/pytorch_vision_alexnet/ .. _densenet: https://arxiv.org/abs/1608.06993 .. _densenet-pytorch: https://pytorch.org/hub/pytorch_vision_densenet/ .. _logistic-regression: https://en.wikipedia.org/wiki/Logistic_regression .. _mlp: https://en.wikipedia.org/wiki/Multilayer_perceptron .. _lwnet: https://github.com/agaldran/lwnet .. _unet: https://en.wikipedia.org/wiki/U-Net .. _vgg-pytorch: https://pytorch.org/hub/pytorch_vision_vgg/ .. _mobilenetv2-pytorch: https://pytorch.org/hub/pytorch_vision_mobilenet_v2/ .. Baselines .. _baseline-experiments: https://gitlab.idiap.ch/biosignal/software/mednet/-/ml/experiments