Publications

(2022). Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies. Nature Medicine.

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(2022). Federated learning for computational pathology on gigapixel whole slide images. Medical Image Analysis.

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(2021). Multiplex computational pathology for treatment response prediction. Cancer Cell.

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(2021). AI-based pathology predicts origins for cancers of unknown primary. Nature.

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(2021). Data-efficient and weakly supervised computational pathology on whole-slide images. Nature Biomedical Engineering.

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(2020). Pathomic Fusion: an integrated framework for fusing histopathology and genomic features for cancer diagnosis and prognosis. IEEE Transactions on Medical Imaging.

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(2020). Weakly supervised prostate tma classification via graph convolutional networks. ISBI 2020.

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(2019). Semi-supervised histology classification using deep multiple instance learning and contrastive predictive coding. ML4H 2019.

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