Assessing the need for coronary angiography in high-risk non-ST-elevation acute coronary syndrome patients using artificial intelligence and computed tomography.

Journal: The international journal of cardiovascular imaging
PMID:

Abstract

PURPOSE: This study aimed to evaluate the efficacy of the Chat Generative Pre-trained Transformer (ChatGPT) in guiding the need for invasive coronary angiography (ICA) in high-risk non-ST-elevation (NSTE) acute coronary syndrome (ACS) patients based on both standard clinical data and coronary computed tomography angiography (CCTA) findings.

Authors

  • Aurelien Cagnina
    Cardiology Department, University Hospital of Lausanne and University of Lausanne, Rue de Bugnon 46, Lausanne, 1011, Switzerland.
  • Adil Salihu
    Cardiology Department, University Hospital of Lausanne and University of Lausanne, Rue de Bugnon 46, Lausanne, 1011, Switzerland.
  • David Meier
    Cardiology Department, Lausanne University Center Hospital, Lausanne, Switzerland.
  • Wongsakorn Luangphiphat
    Cardiology Department, University Hospital of Lausanne and University of Lausanne, Rue de Bugnon 46, Lausanne, 1011, Switzerland.
  • Benjamin Faltin
    Institute of Mathematics, School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland.
  • Ioannis Skalidis
    Interdisciplinary Research Center HALOmem, Charles Tanford Protein Center, Martin Luther University Halle-Wittenberg, Kurt-Mothes-Straße 3a, 06120 Halle/Saale, Germany; Institute of Biochemistry and Biotechnology, Martin Luther University Halle-Wittenberg, Kurt-Mothes-Straße 3, 06120 Halle/Saale, Germany.
  • Aurelia Zimmerli
    Cardiology Department, University Hospital of Lausanne and University of Lausanne, Rue de Bugnon 46, Lausanne, 1011, Switzerland.
  • David Rotzinger
    Radiology Department, University Hospital of Lausanne, Lausanne, Switzerland.
  • Salah Dine Qanadli
    Radiology Department, University Hospital of Lausanne, Lausanne, Switzerland.
  • Olivier Muller
    Cardiology Department, Lausanne University Center Hospital, Lausanne, Switzerland.
  • Emmanuel Abbe
    PACM and Department of EE, Princeton University, Princeton, NJ 08544, USA.
  • Stephane Fournier
    Cardiology Department, Lausanne University Center Hospital, Lausanne, Switzerland stephane.fournier@chuv.ch emmanuel.abbe@epfl.ch.