Development and Validation of a Machine Learning Risk-Prediction Model for 30-Day Readmission for Heart Failure Following Transcatheter Aortic Valve Replacement (TAVR-HF Score)

Author:

Zahid SalmanORCID,Agrawal Ankit,Salman FnuORCID,Khan Muhammad Zia,Ullah Waqas,Teebi Ahmed,Khan Safi U.,Sulaiman Samian,Balla Sudarshan

Funder

Agency for Healthcare Research and Quality

Publisher

Elsevier BV

Subject

Cardiology and Cardiovascular Medicine,General Medicine

Reference22 articles.

1. Transcatheter aortic-valve replacement with a balloon-expandable valve in low-risk patients;Mack;N Engl J Med,2019

2. Report finds TAVR is dominant form of aortic valve replacement, outcomes steadily improving in the United States | STS [Internet]. [cited 2022 Oct 2]. Available at: https://www.sts.org/media/news-releases/report-finds-tavr-dominant-form-aortic-valve-replacement-outcomes-steadily-improving-united-states.

3. Rates and predictors of hospital readmission after transcatheter aortic valve implantation;Franzone;Eur Heart J,2017

4. Incidence, causes, and predictors of early (≤30 days) and late unplanned hospital readmissions after transcatheter aortic valve replacement;Nombela-Franco;JACC Cardiovasc Interv,2015

5. A community hospital-based congestive heart failure program: impact on length of stay, admission and readmission rates, and cost. [cited 2022 Oct 2]. Available at: https://pubmed.ncbi.nlm.nih.gov/10345965/.

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