Development of a patient-specific Fontan failure risk calculator using machine learning—a step toward personalized medicine

Journal of Thoracic and Cardiovascular Surgery 2026

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Authors: Supreet P Marathe, Kim Betts, Alyssia Venna, Michael Daley, Ajay J. Iyengar, Rachael Cordina, David Celermajer, David Andrews, Terry Robertson, Matt Liava’a, Julian Ayer, Yves d’Udekem
+3 more Igor E. Konstantinov, Prem Venugopal, Nelson Alphonso
DOI: 10.1016/j.jtcvs.2025.12.032
Cited by: 3
References: 18

Fields of Study & Subjects

Congenital Heart Disease Studies Cardiovascular Function and Risk Factors Artificial Intelligence in Healthcare and Education

Publication details

Journal / source
Journal of Thoracic and Cardiovascular Surgery
Publisher
Elsevier BV
Volume
171
Issue
6
Pages
1289–1298.e1
Publication date
17 January 2026
Language
EN