Mahmood Lab @ Harvard/MGB

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

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Fusing Histology and Genomics via Deep Learning - IEEE TMI

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

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cGAN-based Multi Organ Nuclei Segmentation

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

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

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

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Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine

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Federated Learning for Computational Pathology - Medical Image Analysis

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

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