An interpretable machine learning tool for predicting perioperative cardiac events in patients scheduled for hip fracture surgery: insights from the multicenter LUSHIP study

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Publication Details

Journal
Journal of Anesthesia Analgesia and Critical Care
Published
2025-10-27
DOI
https://doi.org/10.1186/s44158-025-00291-6
Citations
1
Primary Topic
Cardiac, Anesthesia and Surgical Outcomes
Type
article
Field-Weighted Citation Impact
1.39

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article

An interpretable machine learning tool for predicting perioperative cardiac events in patients scheduled for hip fracture surgery: insights from the multicenter LUSHIP study

Fabrizio Ricci, Mattia Bernardinetti, Sandro Pregnolato, Alessandro Isirdi et al.
1 citations
Journal of Anesthesia Analgesia and Critical Care
Cardiac, Anesthesia and Surgical Outcomes
1.39
article

An interpretable machine learning tool for predicting perioperative cardiac events in patients scheduled for hip fracture surgery: insights from the multicenter LUSHIP study

Fabrizio Ricci, Mattia Bernardinetti, Sandro Pregnolato, Alessandro Isirdi, Luigi Vetrugno, Alessandro Brussa, Agnese Cattarossi, C. Frangioni, Stefano D’Incà, Valentina Bellini, Nicola Federici, Salvatore Maurizio Maggiore, Federico Longhini, Cristian Deana, Edoardo De Robertis, Clara Zaghis, Savino Spadaro, Francesco Corradi, Felice Urso, Giovanni Cosco, Saskia Granzotti, A. Corea, Nicola Fasano, Luca Flaibani, Federico Dazzi, Sara Tempini, Michele Divella, Fabio Gori, Mattia Puppo, Francesco Forfori, Francesca Stefani, Gianmaria Cammarota, Marco Tescione, Lisa Mattuzzi, Eugenio Garofalo, Piergiorgio Bresil, Daniele Orso, Filippo Riccone, Camilla Colombotto, Carlo Alberto Volta, Michela Neri, Andrea Cortegiani, Francesco Meroi, Alessandro Cavarape, Erika Taddei, Sebastiano Macheda, Silvia Bressan, Eugenio Vadalà, Paola Berchialla, Enrico Boero, Mariachiara Ippolito, Giuseppe Neri, Federico Moro, Danila Azzolina, Lolita Fasoli, Rachele Simonte, Milo Vason, Sabrina Mussetta, Andrea Bruni, Vito Marco Ranieri, Auro Caraffa, M. Napolitano, Elena Giovanna Bignami, Natascia D’Andrea, Daniele Guerino Biasucci, Nicola Polimeni, Anna Pesamosca, Giuseppe Giglio, Demetrio Labate, Serena Tomasino, Alberto Nicolò Galvano, Irene Batticci, Nicole Giovane, Lucia Lentin, Silvia Del Rio, Pietro Giammanco, Federica Curto, Lorenzo Pirazzoli, Michele Autelli
article en
1 citations

Abstract

No abstract available for this paper.
Journal of Anesthesia Analgesia and Critical CareVol. 5(1)
University of Rome Tor Vergata (IT), Università degli Studi del Piemonte Orientale “Amedeo Avogadro” (IT), University of Parma (IT), University of Ferrara (IT), University of Perugia (IT), Magna Graecia University (IT), University of Chieti-Pescara (IT), Federico II University Hospital (IT), Ospedale San Giovanni Bosco (IT), Azienda Sanitaria Locale Alessandria (IT), Ospedale SS. Annunziata (IT), Agenzia Sanitaria Regionale Abruzzo (IT), University of Turin (IT), University of Naples Federico II (IT)
Università Campus Bio-Medico di Roma, Università degli Studi di Pavia, Università degli Studi di Palermo, Università di Bologna, Università degli Studi di Ferrara, Università di Pisa, Università degli Studi di Udine, Università degli Studi di Perugia
Openalex Percentile: Top 14%
Cardiac, Anesthesia and Surgical Outcomes
1.39
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