Augmented Intelligence to Identify Patients With Advanced Heart Failure in an Integrated Health System

• Published in: JACC. Advances (Online) Vol. 1; no. 4; p. 100123
• Main Authors: Cheema, Baljash, Mutharasan, R Kannan, Sharma, Aditya, Jacobs, Maia, Powers, Kaleigh, Lehrer, Susan, Wehbe, Firas H, Ronald, Jason, Pifer, Lindsay, Rich, Jonathan D, Ghafourian, Kambiz, Tibrewala, Anjan, McCarthy, Patrick, Luo, Yuan, Pham, Duc T, Wilcox, Jane E, Ahmad, Faraz S
• Format: Journal Article
• Language: English
• Published: United States 01.10.2022
• Subjects: integrated healthcare system; augmented intelligence; machine learning; advanced heart failure; electronic health record; artificial intelligence

Timely referral for specialist evaluation in patients with advanced heart failure (HF) is a Class 1 recommendation. However, the transition from stage C HF to advanced or stage D HF often goes undetected in routine care, resulting in delayed referral and higher mortality rates. The authors sought to...