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quantitative-pathology

Here are 5 public repositories matching this topic...

CLAM

mahmoodlab / CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

deep-learning tcga-data weakly-supervised-learning bioimage-informatics digital-pathology clam pathology whole-slide-imaging computational-pathology camelyon16 histopathology camelyon17 data-efficient mahmoodlab quantitative-pathology

Updated Jul 31, 2024
Python

mahmoodlab / UNI

Towards a general-purpose foundation model for computational pathology - Nature Medicine

foundation uni digital-pathology pathology computational-pathology histopathology mahmoodlab foundation-model nature-medicine pathology-foundation-model pathology-foundation pathology-fm pathology-self-supervised pathology-dinov2 mass-100k uni-foundation-model quantitative-pathology

Updated Sep 12, 2024
Jupyter Notebook

mahmoodlab / CONCH

A vision-language foundation model for computational pathology - Nature Medicine

medical-imaging nlp-machine-learning bioimage-informatics digital-pathology pathology health-informatics computational-pathology bioimage-analysis histopathology conch mahmoodlab foundation-model nature-medicine vision-language-pathology quantitative-pathology

Updated Aug 9, 2024
Python

mahmoodlab / MI-Zero

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023

mil digital-pathology zero-shot-learning pathology computational-pathology mahmoodlab vision-language-pathology image-text-pathology zero-shot-pathology quantitative-pathology

Updated Jun 19, 2023
Python

mahmoodlab / CPATH_demographics

Demographic bias in misdiagnosis by computational pathology models - Nature Medicine

tcga-data fairness digital-pathology computational-pathology ai-health ai-fairness bias-fairness-metrics ai4health health-disparities ebrains demographic-bias pathology-bias ai4health-bias algorithimic-fairness pathology-disparities ai-bias-testing quantitative-pathology

Updated Apr 29, 2024
Python

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