mahmoodlab topic
PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMI
TOAD
AI-based pathology predicts origins for cancers of unknown primary - Nature
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
PORPOISE
Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell
Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
HistoFL
Federated Learning for Computational Pathology - Medical Image Analysis
MCAT
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
SISH
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
SurvPath
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024
UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine