Integrating Echocardiography Parameters With Explainable Artificial Intelligence for Data-Driven Clustering of Primary Mitral Regurgitation Phenotypes

Jérémy Bernard; Naveena Yanamala; Rohan Shah; Karthik Seetharam; Alexandre Altes; Marlène Dupuis; Oumhani Toubal; Haïfa Mahjoub; Hélène Dumortier; Jean Tartar; Erwan Salaun; Kim O’connor; Mathieu Bernier; Jonathan Beaudoin; Nancy Côté; André Vincentelli; Florent Leven; Sylvestre Maréchaux; Philippe Pibarot; Partho Sengupta

doi:10.1016/j.jcmg.2023.02.016

Journal Articles JACC: Cardiovascular Imaging Year : 2023

Integrating Echocardiography Parameters With Explainable Artificial Intelligence for Data-Driven Clustering of Primary Mitral Regurgitation Phenotypes

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1

Jérémy Bernard

Function : Author

Naveena Yanamala

Function : Author

Rohan Shah

Function : Author

Karthik Seetharam

Function : Author

Alexandre Altes

Function : Author

Marlène Dupuis

Function : Author

Oumhani Toubal

Function : Author

Haïfa Mahjoub

Function : Author

Hélène Dumortier

Function : Author
PersonId : 758375
ORCID : 0000-0003-2356-1110
IdRef : 232368910

Jean Tartar

Function : Author

Erwan Salaun

Function : Author

Kim O’connor

Function : Author

Mathieu Bernier

Function : Author

Jonathan Beaudoin

Function : Author

Nancy Côté

Function : Author

André Vincentelli

Function : Author

Récepteurs Nucléaires, Maladies Métaboliques et Cardiovasculaires - U 1011

Florent Leven

Function : Author

Sylvestre Maréchaux

Function : Author
PersonId : 1025343
ORCID : 0000-0001-9687-0518
IdRef : 116334150

Philippe Pibarot

Function : Author

Partho Sengupta

Function : Author

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Life Sciences [q-bio]

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https://hal.science/hal-04464609

Submitted on : Sunday, February 18, 2024-9:54:53 PM

Last modification on : Thursday, December 19, 2024-11:12:04 AM

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hal-04464609 , version 1 (18-02-2024)

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HAL Id : hal-04464609 , version 1
DOI : 10.1016/j.jcmg.2023.02.016

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Jérémy Bernard, Naveena Yanamala, Rohan Shah, Karthik Seetharam, Alexandre Altes, et al.. Integrating Echocardiography Parameters With Explainable Artificial Intelligence for Data-Driven Clustering of Primary Mitral Regurgitation Phenotypes. JACC: Cardiovascular Imaging, 2023, 16 (10), pp.1253-1267. ⟨10.1016/j.jcmg.2023.02.016⟩. ⟨hal-04464609⟩

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Integrating Echocardiography Parameters With Explainable Artificial Intelligence for Data-Driven Clustering of Primary Mitral Regurgitation Phenotypes

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