Mahmood Lab @ Harvard/MGB

Results 20 repositories owned by Mahmood Lab @ Harvard/MGB

SISH

90
Stars
26
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Watchers

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

varpool

21
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5
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Variance pooling to incorporate ITH in CPath models - MICCAI 2022

MAPS

30
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5
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Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications

MI-Zero

79
Stars
3
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Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023

SurvPath

60
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2
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Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024

TriPath

67
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4
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Analysis of 3D pathology samples using weakly supervised AI - Cell

CONCH

157
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11
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A vision-language foundation model for computational pathology - Nature Medicine

UNI

192
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25
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Towards a general-purpose foundation model for computational pathology - Nature Medicine

TANGLE

35
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0
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Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024

PANTHER

29
Stars
1
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Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024