@article{ca3aa4dd805d4142a42286003ed1f76f,
title = "Disrupted Sleep Architecture Preceding Incident Heart Failure: A Proof-of-Concept Study With Consumer Wearable Devices",
keywords = "digital health, heart failure, sleep, wearable devices",
author = "Hughes, \{Andrew M.\} and Adnan Cakar and Jeffrey Annis and Tamas Alexy and Evan Brittain",
year = "2026",
month = jul,
doi = "10.1016/j.jchf.2026.102991",
language = "English (US)",
volume = "14",
journal = "JACC: Heart Failure",
issn = "2213-1779",
publisher = "Elsevier Inc.",
number = "7",
}