Shared-Specific Feature Learning With Bottleneck Fusion Transformer for Multi-Modal Whole Slide Image Analysis

Transformers in Vision: A Survey

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

(2022) Jana Lipkova et al.   NATURE MEDICINE

Pan-cancer integrative histology-genomic analysis via multimodal deep learning

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Clinical implications of TPO and AOX1 in pediatric papillary thyroid carcinoma

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Relation-Aware Shared Representation Learning for Cancer Prognosis Analysis With Auxiliary Clinical Variables and Incomplete Multi-Modality Data

(2021) Zhenyuan Ning et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-omic machine learning predictor of breast cancer therapy response

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Multi-task multi-modal learning for joint diagnosis and prognosis of human cancers

(2020) Wei Shao et al.   MEDICAL IMAGE ANALYSIS

Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks

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Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis

(2020) Richard J. Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Precision Medicine

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Integrative Analysis of Pathological Images and Multi-Dimensional Genomic Data for Early-Stage Cancer Prognosis

(2019) Wei Shao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multimodal Machine Learning: A Survey and Taxonomy

(2018) Tadas Baltrusaitis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Revisiting multiple instance neural networks

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Predicting cancer outcomes from histology and genomics using convolutional networks

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A New Initiative on Precision Medicine

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Data clustering: 50 years beyond K-means

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