Predicting Atrial Fibrillation Relapse Using Bayesian Networks: Explainable AI Approach

João Miguel Alves   ^{1, 2} , MSc ;   Daniel Matos   ³ , MD ;   Tiago Martins   ^{1, 2} , MSc ;   Diogo Cavaco   ³ , MD ;   Pedro Carmo   ³ , MD ;   Pedro Galvão   ³ , MD ;   Francisco Moscoso Costa   ³ , MD ;   Francisco Morgado   ³ , MD ;   António Miguel Ferreira   ³ , MD ;   Pedro Freitas   ³ , MD ;   Cláudia Camila Dias   ^{1, 2} , PhD ;   Pedro Pereira Rodrigues   ^{1, 2 *} , PhD ;   Pedro Adragão   ^{3 *} , PhD

¹ Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine, University of Porto, Porto, Portugal

² CINTESIS @ RISE – Center for Health Technology and Services Research, Porto, Portugal

³ Cardiology and Electrophysiology Department, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, Carnaxide, Portugal

*these authors contributed equally