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

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

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

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

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

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

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

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

Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

Implementing https://github.com/mahmoodlab/CLAM on Google Colab

Fusing Histology and Genomics via Deep Learning - IEEE TMI

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021

Federated Learning for Computational Pathology - Medical Image Analysis

AI-based pathology predicts origins for cancers of unknown primary - Nature