Machine Learning-Based Models Incorporating Social Determinants of Health vs Traditional Models for Predicting In-Hospital Mortality in Patients With Heart Failure

By sjmartinez • July 31, 2022

Segar MW, Hall JL, Jhund PS, Powell-Wiley TM, Morris AA, Kao D, Fonarow GC, Hernandez R, Ibrahim NE, Rutan C, Navar AM, Stevens LM, Pandey A. Machine Learning-Based Models Incorporating Social Determinants of Health vs Traditional Models for Predicting In-Hospital Mortality in Patients With Heart Failure. JAMA Cardiol. 2022 Aug 1;7(8):844-854. doi: 10.1001/jamacardio.2022.1900. PMID: 35793094; PMCID: PMC9260645.

Tags: Cardiology/Epi, Publications

Long-Term Survival in Liver Transplant Patients With Coronary Artery Disease: A Multi-Institutional Study

Wray CL, Scovotti JC, Tobis J, Honda HM, Planinsic R, Walia A, Findlay J, Wagener G, Cywinski JB, Olmos A, Markovic D, Hughes C, Humar[...]

Psychological and emotional drivers of atherosclerotic cardiovascular disease: Screening the brain to protect the heart

Atmani K, Vaseghi M. Psychological and emotional drivers of atherosclerotic cardiovascular disease: Screening the brain to protect the heart. Trends Cardiovasc Med. 2025 Nov 4:S1050-1738(25)00145-8.[...]

Cardiac resynchronisation therapy among adults with a systemic right ventricle: a multicentre experience

Fusco F, Scognamiglio G, Dellborg M, Dehghani P, Jameson SM, Kay WA, Cramer JW, Vonder Muhll I, Krieger EV, Rodriguez FH, Burchill LJ, Nicolarsen J,[...]