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

Nirschl, Janowczyk, Peyster, Frank, Margulies, Feldman & Madabhushi
Cardiac histopathology from human patients with clinical heart failure or cadaveric donor hearts from patients without clinical heart failure. Human tissue research: Human heart tissue was procured from two separate groups of subjects: heart transplant or LVAD recipients with severe heart failure (Fal), and brain dead, organ donors with no history of heart failure (non-failing, NF). Tissue from patients with ischemic cardiomyopathy sampled infarct-free regions. No organs or tissue were procured from prisoners. Prospective informed...
1 citation reported since publication in 2018.
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