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Supervised machine learning including environmental factors to predict in-hospital outcomes in acute heart failure patients.
Sibilia B, Toupin S, Bouali N, Brette JB, Ramonatxo A, Schurtz G, Hamzi K, Trimaille A, Gall E, Piliero N, Unger A, Andrieu S, Gonçalves T, Picard F, Roule V, Roubille F, Houssany-Pissot S, Bouchot O, Aboyans V, Vasram RR, Bochaton T, Logeart D, Solal AC, Cartailler J, Mebazaa A, Dillinger JG, Henry P, Pezel T. Sibilia B, et al. Among authors: vasram rr. Eur Heart J Digit Health. 2024 Dec 16;6(2):190-199. doi: 10.1093/ehjdh/ztae094. eCollection 2025 Mar. Eur Heart J Digit Health. 2024. PMID: 40110211 Free PMC article.
Utility of an Echocardiographic Machine Learning Model to Predict Outcomes in Intensive Cardiac Care Unit Patients.
Aghezzaf S, Coisne A, Hamzi K, Toupin S, Bouleti C, Fauvel C, Brette JB, Montaigne D, Vasram RR, Trimaille A, Lemesle G, Schurtz G, Gerbaud E, Delmas C, Bedossa M, Dib JC, Roule V, Puymirat E, Gilard M, Boukhris M, Mansencal N, Bouali N, Andrieu S, Gonçalves T, Dillinger JG, Henry P, Pezel T. Aghezzaf S, et al. Among authors: vasram rr. J Am Soc Echocardiogr. 2025 Apr;38(4):320-330. doi: 10.1016/j.echo.2024.11.014. Epub 2024 Dec 14. J Am Soc Echocardiogr. 2025. PMID: 39681171
Predicting 1-year heart failure hospitalization and mortality post-discharge from the intensive cardiac care unit.
Tinggaard AB, Toupin S, Dillinger JG, Delmas C, Trimaille A, Bouleti C, Schurtz G, Fauvel C, Dib JC, Andrieu S, Roubille F, Levasseur T, Bonnet G, Boukhris M, Bochaton T, Roule V, Delsarte L, Boccara A, Albert F, Boccara F, Puymirat E, Wiggers H, Mebazaa A, Cohen-Solal A, Chousterman BG, Henry P, Pezel T; ADDICT‐ICCU Investigators. Tinggaard AB, et al. ESC Heart Fail. 2025 Aug;12(4):2450-2459. doi: 10.1002/ehf2.15140. Epub 2025 May 21. ESC Heart Fail. 2025. PMID: 40396440 Free PMC article.
Diagnostic accuracy of late gadolinium enhancement cardiac MRI for coronary artery disease in patients with reduced left ventricular ejection fraction.
Desroche LM, Darmon A, Lavie-Badie Y, Mandry D, Ducrocq G, Si-Moussi T, Durand-Zaleski I, Millischer D, Milleron O, Huttin O, Valla M, Mangin L, Farah B, Diakov C, Logeart D, Safar B, Travers JY, Mesnier J, Vappereau A, Alfaiate T, Burdet C, Jondeau G; CAMAREC investigators. Desroche LM, et al. Heart. 2025 Sep 25;111(20):969-975. doi: 10.1136/heartjnl-2024-325419. Heart. 2025. PMID: 40147871 Free article.
In-hospital and 1 year incremental prognostic value of drug abuse detection in acute heart failure.
Fauvel C, Dillinger JG, Bochaton T, Levasseur T, El Ouahidi A, Zakine C, El Hadad A, Mansencal N, Noirclerc N, Goralski M, Thuaire C, Mewton N, Schurtz G, Lim P, Pommier T, Lemarchand L, Laissac Q, Lamblin N, Boukertouta T, Logeart D, Cohen-Solal A, Henry P, Pezel T; ADDICT‐ICCU Investigators. Fauvel C, et al. ESC Heart Fail. 2025 Aug;12(4):2736-2748. doi: 10.1002/ehf2.15118. Epub 2025 May 21. ESC Heart Fail. 2025. PMID: 40396434 Free PMC article.