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Title:
Heart Sounds for Heart Failure Monitoring Enabled by Digital Health
Background:
Limitations in health care systems urge to increase out-of-hospital monitoring of patients. In the aging population, heart failure (HF) is a growing problem. Several kinds of HF are recognized, such as systolic, diastolic and dyssynchronous HF. Previous works from our group showed that innovative analysis of heart sounds can provide useful markers of HF, such as amplitude and frequency contents of heart sounds and heart sound splitting. We were able to derive such variables using simple digital stethoscopes and even smartphones, thus opening the possibility to use those simple apparatus for monitoring patients at home.
Study objectives:
1) To characterize heart sound features related to the various forms of HF in patients; and
2) to develop algorithms including machine learning, mobile Apps and (optionally) hardware for improving monitoring of HF.
Main activities:
Based on our ongoing works, the candidate may play a crucial role in developing novel algorithms such as machine learning for out-of-hospital monitoring of heart failure. The candidate may start with analyzing existing data (experimental and clinical, and unpublished) as well as a large-scale dataset from our digital health study in collaboration with King¡¯s College London, containing over 10 000 heart sounds. Further, the candidate will be involved in new clinical studies investigating the potentials to monitor the various forms of HF.
Expected Results:
The study will pave the way for large-scale applications of heart sounds for remote HF monitoring. Expected results include novel algorithms for early identification of HF progression, novel tools (e.g., mobile App and hardware) for large-scale home monitoring of heart failure patients, and novel datasets for exploiting machine learning algorithms. High-impact publications may result from the study.
Keywords:
Heart failure; heart sounds; digital health; remote monitoring; signal analysis; machine learning; mobile App.
Top 5 related publications:
1. Electrical management of heart failure: from pathophysiology to treatment. Prinzen FW, Auricchio A, Mullens W, Linde C, Huizar JF. Eur Heart J. 2022 May 21;43(20):1917-1927. doi: 10.1093/eurheartj/ehac088. (IF = 36)
2. The year in cardiovascular medicine 2020: arrhythmias. Crijns HJGM, Prinzen F, Lambiase PD, Sanders P, Brugada J. Eur Heart J. 2021 Feb 1;42(5):499-507. doi: 10.1093/eurheartj/ehaa1091. (IF = 36)
3. Short-Term Hemodynamic and Electrophysiological Effects of Cardiac Resynchronization by Left Ventricular Septal Pacing. Salden FCWM, Luermans JGLM, Westra SW, Weijs B, Engels EB, Heckman LIB, Lamerichs LJM, Janssen MHG, Clerx KJH, Cornelussen R, Ghosh S, Prinzen FW, Vernooy K. J Am Coll Cardiol. 2020 Feb 4;75(4):347-359. doi: 10.1016/j.jacc.2019.11.040. (IF = 27£¬Ö¸µ¼²©Ê¿Éú)
4. Surveillance of COVID-19 in the General Population Using an Online Questionnaire: Report From 18,161 Respondents in China. Luo H, Lie Y, Prinzen FW. JMIR Public Health Surveill. 2020 Apr 27;6(2):e18576. doi: 10.2196/18576. (IF = 15£¬Ö¸µ¼²©Ê¿Éú)
5. Smartphone as an electronic stethoscope: Factors influencing heart sound quality. Luo H, Lamata P, Bazin S, Bautista T, Barclay N, Shahmohammadi M, Lubrecht JM, Delhaas T, Prinzen FW. Eur Heart J ¨C Digital Health. 2022. (In press£¬Ö¸µ¼²©Ê¿Éú)
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