Open source tools for computational pathology - Nature BME
Towards a general-purpose foundation model for computational pathology - Nature Medicine
A vision-language foundation model for computational pathology - Nature Medicine
Fusing Histology and Genomics via Deep Learning - IEEE TMI
Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
AI-based pathology predicts origins for cancers of unknown primary - Nature
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
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
Federated Learning for Computational Pathology - Medical Image Analysis
Implementing https://github.com/mahmoodlab/CLAM on Google Colab
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