Diagnostic Image Analysis Group
Diagnostic Image Analysis Group
Report-Guided-Annotation
Report Guided Annotation
pathology-whole-slide-data
A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
prostateMR_3D-CAD-csPCa
Hierarchical probabilistic 3D U-Net, with attention mechanisms (βππ΅π΅π¦π―π΅πͺπ°π― π-ππ¦π΅, ππππ¦π΄ππ¦π΅) and a nested decoder structure with deep supervision (βπππ¦π΅++). Built in TensorFlow 2.5. Configured for voxe...
pathology-he-auto-augment
H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
picai_eval
Evaluation of 3D detection and diagnosis performance βgeared towards prostate cancer detection in MRI.
picai_prep
Preprocessing 3D medical images and image archives βgeared towards prostate cancer detection in MRI.