medical-imaging-with-deep-learning

There are 4 repositories under medical-imaging-with-deep-learning topic.

torchio
fepegar / torchio
Medical imaging toolkit for deep learning
pytorch medical-image-computing deep-learning data-augmentation medical-images machine-learning python medical-image-processing medical-image-analysis medical-imaging-datasets medical-imaging-with-deep-learning augmentation
Language:Python 1952
pianoza / LayerEnsembles
The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).
breast-cancer-segmentation cardiac-segmentation medical-imaging-with-deep-learning segmentaton uncertainty-estimation uncertainty-quantification
Language:Python 25
moucheng2017 / MisMatchSSL
[MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation
calibration segmentation feature-augmentation semi-supervised-learning consistency-regularization medical-image-segmentation computer-vision midl-conference medical-imaging-with-deep-learning midl2022 morphological-operations differential-morphological-operation
Language:Jupyter Notebook 21
JiaxinZhuang / CARE
Officail Pytorch implementation for: Class Attention to Regions of Lesion for Classification on Imbalanced Data. (MIDL-2019)
medical-imaging-with-deep-learning midl2019 imbalanced-data pytorch attention care lesion
Language:Python 9