4 results found Sort:

mahmoodlab
CLAM mahmoodlab
362
1.1k
gpl-3.0
22
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
clam pathology tcga-data camelyon16 camelyon17 mahmoodlab deep-learning data-efficient histopathology digital-pathology whole-slide-imaging bioimage-informatics quantitative-pathology computational-pathology weakly-supervised-learning
Created 2020-04-01
119 commits to master branch, last one 6 months ago
mahmoodlab
UNI mahmoodlab
46
337
other
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Towards a general-purpose foundation model for computational pathology - Nature Medicine
uni mass-100k pathology foundation mahmoodlab pathology-fm histopathology nature-medicine foundation-model pathology-dinov2 digital-pathology pathology-foundation uni-foundation-model quantitative-pathology computational-pathology pathology-self-supervised pathology-foundation-model
Created 2024-02-02
27 commits to main branch, last one about a month ago
mahmoodlab
CONCH mahmoodlab
21
270
other
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A vision-language foundation model for computational pathology - Nature Medicine
conch pathology mahmoodlab histopathology medical-imaging nature-medicine foundation-model bioimage-analysis digital-pathology health-informatics bioimage-informatics nlp-machine-learning quantitative-pathology computational-pathology vision-language-pathology
Created 2023-12-31
14 commits to main branch, last one 3 months ago
mahmoodlab
MI-Zero mahmoodlab
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other
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Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
mil pathology mahmoodlab digital-pathology zero-shot-learning zero-shot-pathology image-text-pathology quantitative-pathology computational-pathology vision-language-pathology
Created 2023-04-17
12 commits to main branch, last one about a year ago