Clinical Utility of Machine Learning-Derived Vocal Biomarkers in the Management of Heart Failure-Reference-Cited by-同舟云学术

Clinical Utility of Machine Learning-Derived Vocal Biomarkers in the Management of Heart Failure

Published:2024-08-09 Issue:8 Volume:6 Page:303-312
ISSN:2434-0790
Container-title:Circulation Reports
language:en
Short-container-title:Circ Rep

Author:

Okada Kozo¹,Mizuguchi Daisuke²,Omiya Yasuhiro²,Endo Koji²,Kobayashi Yusuke³,Iwahashi Noriaki⁴,Kosuge Masami¹,Ebina Toshiaki¹,Tamura Kouichi³,Sugano Teruyasu¹,Ishigami Tomoaki⁴,Kimura Kazuo¹,Hibi Kiyoshi⁴

Affiliation:

1. Division of Cardiology, Yokohama City University Medical Center

2. PST Inc.

3. Department of Medical Science and Cardiorenal Medicine, Yokohama City University, Graduate School of Medicine

4. Division of Cardiology, Yokohama City University, Graduate School of Medicine

Publisher

Japanese Circulation Society

Link

https://www.jstage.jst.go.jp/article/circrep/6/8/6_CR-24-0064/_pdf

Reference27 articles.

1. 1. Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare Fee-for-Service Program. New Engl J Medicine 2009; 360: 1418–1428, doi:10.1056/nejmsa0803563.

2. 2. Goodlin SJ. Palliative care in congestive heart failure. J Am Coll Cardiol 2009; 54: 386–396, doi:10.1016/j.jacc.2009.02.078.

3. 15. Koehler F, Winkler S, Schieber M, Sechtem U, Stangl K, Böhm M, et al. Impact of remote telemedical management on mortality and hospitalizations in ambulatory patients with chronic heart failure. Circulation 2011; 123: 1873–1880, doi:10.1161/circulationaha.111.018473.

4. 4. Cowie MR, Anker SD, Cleland JGF, Felker GM, Filippatos G, Jaarsma T, et al. Improving care for patients with acute heart failure: Before, during and after hospitalization. Esc Hear Fail 2014; 1: 110–145, doi:10.1002/ehf2.12021.

5. 5. van Riet EE, Hoes AW, Wagenaar KP, Limburg A, Landman MAJ, Rutten FH. Epidemiology of heart failure: The prevalence of heart failure and ventricular dysfunction in older adults over time. Eur J Heart Fail 2016; 18: 242–252, doi:10.1002/ejhf.483.