Machine learning-based prediction of 1-year all-cause mortality in patients undergoing CRT implantation: Validation of the SEMMELWEIS-CRT score in the European CRT Survey I dataset

Tokodi, Márton ✉ [Tokodi, Márton (kardiológia, echo...), author] Cardiovascular Center (SU / FM / C); Department of Experimental Cardiology and Surgi... (SU / FM / C); Kosztin, Annamária [Kosztin, Annamária (orvostudományok), author] Cardiovascular Center (SU / FM / C); Department of Cardiology – Heart and Vascular C... (SU / FM / C); Kovács, Attila [Kovács, Attila (kardiológia, spor...), author] Department of Experimental Cardiology and Surgi... (SU / FM / C); Gellér, László [Gellér, László Alajos (Kardiológia), author] Cardiovascular Center (SU / FM / C); Department of Cardiology – Heart and Vascular C... (SU / FM / C); Schwertner, Walter Richard [Schwertner, Walter Richard (Általános Orvostu...), author] Cardiovascular Center (SU / FM / C); Veres, Boglárka [Veres, Boglárka (kardiológia), author] Cardiovascular Center (SU / FM / C); Behon, Anett [Behon, Anett (orvostudomány), author] Cardiovascular Center (SU / FM / C); Lober, Christiane; Bogale, Nigussie; Linde, Cecilia; Normand, Camilla; Dickstein, Kenneth; Merkely, Béla ✉ [Merkely, Béla Péter (Kardiológia), author] Cardiovascular Center (SU / FM / C); Department of Cardiology – Heart and Vascular C... (SU / FM / C); Faculty of Sports Medicine (SU / FM / C); Aerospace Medicine Department (SU / FM / C)

Fundings:

• (RRF-2.3.1-21-2022-00003)
• MILAB(RRF-2.3.1-21-2022-00004) Funder: NRDIO
• (TKP2021-EGA-23) Funder: Ministry for Innovation and Technology
• (TKP2021-NVA-12) Funder: Ministry for Innovation and Technology
• (ÚNKP-23-4-II-SE-39)
• (János Bolyai Research Scholarship)