quantitative-pathology

There are 0 repository under quantitative-pathology topic.

CLAM
mahmoodlab / CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
histopathology pathology weakly-supervised-learning whole-slide-imaging data-efficient computational-pathology mahmoodlab bioimage-informatics deep-learning tcga-data camelyon16 camelyon17 clam digital-pathology quantitative-pathology
Language:Python 1012
mahmoodlab / UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
foundation foundation-model histopathology mahmoodlab pathology uni pathology-foundation-model nature-medicine mass-100k pathology-dinov2 pathology-fm pathology-foundation pathology-self-supervised uni-foundation-model computational-pathology digital-pathology quantitative-pathology
Language:Jupyter Notebook 277
mahmoodlab / CONCH
A vision-language foundation model for computational pathology - Nature Medicine
bioimage-analysis bioimage-informatics conch foundation-model health-informatics histopathology medical-imaging nlp-machine-learning pathology vision-language-pathology nature-medicine computational-pathology digital-pathology mahmoodlab quantitative-pathology
Language:Python 208
mahmoodlab / MI-Zero
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
mil pathology vision-language-pathology zero-shot-learning image-text-pathology zero-shot-pathology computational-pathology digital-pathology mahmoodlab quantitative-pathology
Language:Python 86
mahmoodlab / CPATH_demographics
Demographic bias in misdiagnosis by computational pathology models - Nature Medicine
ai4health computational-pathology demographic-bias fairness health-disparities ai4health-bias algorithimic-fairness pathology-bias pathology-disparities ai-bias-testing ai-fairness ai-health bias-fairness-metrics ebrains tcga-data digital-pathology quantitative-pathology
Language:Python 12