Digital Stethoscope–Derived Single-Lead Electrocardiogram and Artificial Intelligence to Detect Low Ejection Fraction: A Multicenter Observational Study

Journal of Cardiothoracic and Vascular Anesthesia 2026

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Authors: Deepak Prakash Borde, Shreedhar S. Joshi, Kumar Chidambaram, Amish Jasapara, Ashwini Thimmarayappa, Bhargava Venkata Devarakonda, Sushmit S Kamat, Uday Gandhe, Geetha Muniraj, Samrat Sukumar Madanaik, Pooja Joshi, Pramod Apsingkar
+25 more Unmesh Vidyadhar Takalkar, Divya Dharshini V P, Balakrishnan N, Sridevi N, Manasa Dhananjaya, Sunil CVS Mutyala, Jagadeesh N. Vaggar, Shefali Mishra, Vitthal Dhulkhed, Abhijeet Bhausaheb Shelke, Sonali Mali, Arnab Paul, Gargi Deshpande, Vijay Shetty, Prajakta Dattatraya Shinde, V Ramesh Naidu, Delcita Joyce Mathias, Gunjan Singh, Rahul Yadav, Spencer Kieu, George Mathew, Jes Jose, Murali Chakravarthy, Deepak Padmanabhan, Thomas Koshy
DOI: 10.1053/j.jvca.2026.03.002
Cited by: 0
References: 36

Fields of Study & Subjects

ECG Monitoring and Analysis Phonocardiography and Auscultation Techniques Artificial Intelligence in Healthcare

Publication details

Journal / source
Journal of Cardiothoracic and Vascular Anesthesia
Volume
40
Issue
7
Pages
2015–2025
Publication date
4 March 2026
Language
EN