Mahmood Lab @ Harvard/MGB
Mahmood Lab @ Harvard/MGB
SISH
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
MAPS
Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications
MI-Zero
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
SurvPath
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024
TriPath
Analysis of 3D pathology samples using weakly supervised AI - Cell
CONCH
A vision-language foundation model for computational pathology - Nature Medicine
UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
TANGLE
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
PANTHER
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024