Search Results - Marinka Zitnik

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  1. 1

    Evaluating explainability for graph neural networks by Chirag Agarwal, Owen Queen, Himabindu Lakkaraju, Marinka Zitnik

    Published in Scientific Data (2023-03-01)
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  2. 2

    Few shot learning for phenotype-driven diagnosis of patients with rare genetic diseases by Emily Alsentzer, Michelle M. Li, Shilpa N. Kobren, Ayush Noori, Undiagnosed Diseases Network, Isaac S. Kohane, Marinka Zitnik

    Published in npj Digital Medicine (2025-06-01)
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  3. 3

    Digital twins as global learning health and disease models for preventive and personalized medicine by Xinxiu Li, Joseph Loscalzo, A. K. M. Firoj Mahmud, Dina Mansour Aly, Andrey Rzhetsky, Marinka Zitnik, Mikael Benson

    Published in Genome Medicine (2025-02-01)
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  4. 4

    InfEHR: Clinical phenotype resolution through deep geometric learning on electronic health records by Justin Kauffman, Emma Holmes, Akhil Vaid, Alexander W. Charney, Patricia Kovatch, Joshua Lampert, Ankit Sakhuja, Marinka Zitnik, Benjamin S. Glicksberg, Ira Hofer, Girish N. Nadkarni

    Published in Nature Communications (2025-09-01)
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  5. 5

    TrialBench: Multi-Modal AI-Ready Datasets for Clinical Trial Prediction by Jintai Chen, Yaojun Hu, Mingchen Cai, Yingzhou Lu, Yue Wang, Xu Cao, Miao Lin, Hongxia Xu, Jian Wu, Xiao Cao, Jimeng Sun, Yuqiang Li, Lucas Glass, Kexin Huang, Marinka Zitnik, Tianfan Fu

    Published in Scientific Data (2025-09-01)
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  6. 6

    Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation by Hossein Honarvar, PhD, Chirag Agarwal, PhD, Sulaiman Somani, MD, Akhil Vaid, MD, Joshua Lampert, MD, Tingyi Wanyan, PhD, Vivek Y. Reddy, MD, Girish N. Nadkarni, MD, Riccardo Miotto, PhD, Marinka Zitnik, PhD, Fei Wang, PhD, Benjamin S. Glicksberg, PhD

    Published in Cardiovascular Digital Health Journal (2022-10-01)
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