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GitHub topics: nature-medicine

mahmoodlab/UNI

Pathology Foundation Model - Nature Medicine

Language: Jupyter Notebook - Size: 6.94 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 524 - Forks: 69

mahmoodlab/CONCH

Vision-Language Pathology Foundation Model - Nature Medicine

Language: Python - Size: 1.22 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 382 - Forks: 34

YyzHarry/shortcut-ood-fairness

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

Language: Python - Size: 67.4 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 23 - Forks: 2

sbolongaita/HLI_Cause-Specific-EVAM

Analysis code for Chapter 4 of the World Bank's "Unlocking the Power of Healthy Longevity" report and a shortened journal article version, "The economic value of reducing mortality due to noncommunicable diseases and injuries" published in Nature Medicine.

Language: R - Size: 33.6 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

Related Keywords
nature-medicine 4 computational-pathology 2 digital-pathology 2 foundation-model 2 histopathology 2 mahmoodlab 2 medical-imaging 2 pathology 2 quantitative-pathology 2 vision-language-pathology 1 algorithmic-fairness 1 bias-mitigation 1 fairness 1 generalization 1 ood-generalization 1 out-of-distribution 1 shortcut-learning 1 shortcuts 1 spurious-correlations 1 subpopulation 1 economic-analysis 1 global-health 1 world-bank 1 nlp-machine-learning 1 health-informatics 1 conch 1 bioimage-informatics 1 bioimage-analysis 1 uni-foundation-model 1 uni 1 pathology-self-supervised 1 pathology-foundation-model 1 pathology-foundation 1 pathology-fm 1 pathology-dinov2 1 mass-100k 1 foundation 1