A deep-learning classifier identifies patients with clinical heart failure using whole-slide images of H&E tissue

Author:

Nirschl Jeffrey J.ORCID,Janowczyk Andrew,Peyster Eliot G.,Frank Renee,Margulies Kenneth B.,Feldman Michael D.,Madabhushi AnantORCID

Funder

National Institute of Neurological Disorders and Stroke (US)

National Cancer Institute (US)

National Cancer Institute

National Institute of Diabetes and Digestive and Kidney Diseases (US)

National Heart, Lung, and Blood Institute

DOD Prostate Cancer Synergistic Idea Development Award

DOD Lung Cancer Idea Development New Investigator Award

NIH The National Center for Advancing Translational Sciences

DOD Peer Reviewed Cancer Research Program

The Ohio Third Frontier Technology Validation Fund

The Wallace H. Coulter Foundation Program in the Department of Biomedical Engineering

The Clinical and Translational Science Award Program (CTSA) at Case Western Reserve University

National Center for Research Resources under award number

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

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