Takotsubo syndrome (TTS) is associated with a substantial rate of adverse events. We sought to design a machine learning (ML)-based model to predict the risk of in-hospital death and to perform a clustering of TTS patients to identify different risk profiles.
Publisher
European Journal of Heart Failure
Published On
Sep 18, 2023
Authors
Ovidio De Filippo, Victoria L Cammann, Corrado Pancotti, Davide Di Vece, Angelo Silverio, Victor Schweiger, David Niederseer, Konrad A Szawan, Michael Würdinger, Iva Koleva, Veronica Dusi, Michele Bellino, Carmine Vecchione, Guido Parodi, Eduardo Bossone, Sebastiano Gili, Michael Neuhaus, Jennifer Franke, Benjamin Meder, Miłosz Jaguszewski, Michel Noutsias, Maike Knorr, Thomas Jansen, Wolfgang Dichtl, Dirk Von Lewinski, Christof Burgdorf, Behrouz Kherad, Carsten Tschöpe, Annahita Sarcon, Jerold Shinbane, Lawrence Rajan, Guido Michels, Roman Pfister, Alessandro Cuneo, Claudius Jacobshagen, Mahir Karakas, Wolfgang Koenig, Alexander Pott, Philippe Meyer, Marco Roffi, Adrian Banning, Mathias Wolfrum, Florim Cuculi, Richard Kobza, Thomas A Fischer, Tuija Vasankari, K E Juhani Airaksinen, L Christian Napp, Rafal Dworakowski, Philip Maccarthy, Christoph Kaiser, Stefan Osswald, Leonarda Galiuto, Christina Chan, Paul Bridgman, Daniel Beug, Clément Delmas, Oliver Lairez, Ekaterina Gilyarova, Alexandra Shilova, Mikhail Gilyarov, Ibrahim El-Battrawy, Ibrahim Akin, Karolina Poledniková, Petr Toušek, David E Winchester, Michael Massoomi, Jan Galuszka, Christian Ukena, Gregor Poglajen, Pedro Carrilho-Ferreira, Christian Hauck, Carla Paolini, Claudio Bilato, Yoshio Kobayashi, Ken Kato, Iwao Ishibashi, Toshiharu Himi, Jehangir Din, Ali Al-Shammari, Abhiram Prasad, Charanjit S Rihal, Kan Liu, P Christian Schulze, Matteo Bianco, Lucas Jörg, Hans Rickli, Gonçalo Pestana, Thanh H Nguyen, Michael Böhm, Lars S Maier, Fausto J Pinto, Petr Widimský, Stephan B Felix, Ruediger C Braun-Dullaeus, Wolfgang Rottbauer, Gerd Hasenfuß, Burkert M Pieske, Heribert Schunkert, Monika Budnik, Grzegorz Opolski, Holger Thiele, Johann Bauersachs, John D Horowitz, Carlo Di, Francesco Bruno, William Kong, Mayank Dalakoti, Yoichi Imori, Thomas Münzel, Filippo Crea, Thomas F Lüscher, Jeroen J Bax, Frank Ruschitzka, Gaetano Maria De Ferrari, Piero Fariselli, Jelena R Ghadri, Rodolfo Citro, D ' Fabrizio Ascenzo, Christian Templin
Tags
Takotsubo syndrome
machine learning
in-hospital death
risk prediction
patient clustering
adverse events
Related Publications
Explore these studies to deepen your understanding of the subject.
