Machine Learning Algorithms for Prediction of Permanent Pacemaker Implantation After Transcatheter Aortic Valve Replacement

Takahiro Tsushima; Sadeer Al-Kindi; Fahd Nadeem; Guilherme F. Attizzani; Yakov Elgudin; Alan Markowitz; Marco A. Costa; Daniel I. Simon; Mauricio S. Arruda; Judith A. MacKall; Sergio G. Thal

doi:10.1161/CIRCEP.120.008941

Machine Learning Algorithms for Prediction of Permanent Pacemaker Implantation After Transcatheter Aortic Valve Replacement

Takahiro Tsushima, Sadeer Al-Kindi, Fahd Nadeem, Guilherme F. Attizzani, Yakov Elgudin, Alan Markowitz, Marco A. Costa, Daniel I. Simon, Mauricio S. Arruda, Judith A. MacKall, Sergio G. Thal

Research output: Contribution to journal › Review article › peer-review

15 Scopus citations

Original language	English (US)
Pages (from-to)	E008941
Journal	Circulation: Arrhythmia and Electrophysiology
Volume	14
Issue number	3
DOIs	https://doi.org/10.1161/CIRCEP.120.008941
State	Published - Mar 1 2021

Keywords

atrioventricular block
machine learning
pacemaker
patients
risk
transcatheter aortic valve replacement

ASJC Scopus subject areas

Cardiology and Cardiovascular Medicine
Physiology (medical)

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10.1161/CIRCEP.120.008941

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Tsushima, T., Al-Kindi, S., Nadeem, F., Attizzani, G. F., Elgudin, Y., Markowitz, A., Costa, M. A., Simon, D. I., Arruda, M. S., MacKall, J. A., & Thal, S. G. (2021). Machine Learning Algorithms for Prediction of Permanent Pacemaker Implantation After Transcatheter Aortic Valve Replacement. Circulation: Arrhythmia and Electrophysiology, 14(3), E008941. https://doi.org/10.1161/CIRCEP.120.008941

Tsushima, T, Al-Kindi, S, Nadeem, F, Attizzani, GF, Elgudin, Y, Markowitz, A, Costa, MA, Simon, DI, Arruda, MS, MacKall, JA & Thal, SG 2021, 'Machine Learning Algorithms for Prediction of Permanent Pacemaker Implantation After Transcatheter Aortic Valve Replacement', Circulation: Arrhythmia and Electrophysiology, vol. 14, no. 3, pp. E008941. https://doi.org/10.1161/CIRCEP.120.008941

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keywords = "atrioventricular block, machine learning, pacemaker, patients, risk, transcatheter aortic valve replacement",

author = "Takahiro Tsushima and Sadeer Al-Kindi and Fahd Nadeem and Attizzani, \{Guilherme F.\} and Yakov Elgudin and Alan Markowitz and Costa, \{Marco A.\} and Simon, \{Daniel I.\} and Arruda, \{Mauricio S.\} and MacKall, \{Judith A.\} and Thal, \{Sergio G.\}",

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AU - Tsushima, Takahiro

AU - Al-Kindi, Sadeer

AU - Nadeem, Fahd

AU - Attizzani, Guilherme F.

AU - Elgudin, Yakov

AU - Markowitz, Alan

AU - Costa, Marco A.

AU - Simon, Daniel I.

AU - Arruda, Mauricio S.

AU - MacKall, Judith A.

AU - Thal, Sergio G.

PY - 2021/3/1

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KW - atrioventricular block

KW - machine learning

KW - pacemaker

KW - patients

KW - risk

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Machine Learning Algorithms for Prediction of Permanent Pacemaker Implantation After Transcatheter Aortic Valve Replacement

Keywords

ASJC Scopus subject areas

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