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A comprehensive experimental evaluation is conducted that demonstrates the effectiveness of our method against practical baselines and different conditions. © The Author(s) 2020.Background Since all of the randomized medical trials for heart failure (HF) were designed to exclude elderly patients, minimal data can be obtained on the clinical traits, prognosis, and prognostic aspects. Methods We compared medical traits, prognosis, and prognostic factors among Stage C/D HF cl