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Peer-reviewedLicence not statedEuropean journal of preventive cardiology

ECG-based deep learning estimation of VO2 prognosticates outcomes in colorectal surgery

  • Selena S. Li1,2
  • Shaan Khurshid3,4
  • Emily Lau2
  • Aaron Baggish5,6
  • Timothy W. Churchill2,7
  • Grace Lee1
  • Christy Cauley1
  • Rocco Ricciardi1
  • Patrick Ellinor3,2,4
  • David Berger1
  • J. Sawalla Guseh3,2,7
7 affiliations
  1. 1Department of Surgery, Massachusetts General Hospital, and Harvard Medical School, 55 Fruit Street, Boston, MA 02114, USA
  2. 2Cardiovascular Research Center, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
  3. 3Cardiovascular Disease Initiative, Broad Institute of Harvard and the Massachusetts, Institute of Technology, 415 Main Street, Cambridge, MA 02142, USA
  4. 4Division of Cardiology, Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, 55 Fruit Street, GRB 109, Boston, MA 02114, USA
  5. 5Department of Cardiology, University of Lausanne, Lausanne, Switzerland
  6. 6Department of Sports Sciences, University of Lausanne, Lausanne, Switzerland
  7. 7Cardiovascular Performance Program, Mass General Heart and Vascular Institute, Massachusetts General Hospital, 55 Fruit Street, GRB 109, Boston, MA 02114, USA
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Cite

BibTeXRIS
BibTeX
@article{li2026ecgbased,
  title = {{ECG-based deep learning estimation of VO2 prognosticates outcomes in colorectal surgery}},
  author = {Selena S. Li and Shaan Khurshid and Emily Lau and Aaron Baggish and Timothy W. Churchill and Grace Lee and Christy Cauley and Rocco Ricciardi and Patrick Ellinor and David Berger and J. Sawalla Guseh},
  journal = {European journal of preventive cardiology},
  year = {2026},
  month = may,
  doi = {10.1093/eurjpc/zwag268},
  url = {https://doi.org/10.1093/eurjpc/zwag268},
}
RIS
TY  - JOUR
TI  - ECG-based deep learning estimation of VO2 prognosticates outcomes in colorectal surgery
AU  - Selena S. Li
AU  - Shaan Khurshid
AU  - Emily Lau
AU  - Aaron Baggish
AU  - Timothy W. Churchill
AU  - Grace Lee
AU  - Christy Cauley
AU  - Rocco Ricciardi
AU  - Patrick Ellinor
AU  - David Berger
AU  - J. Sawalla Guseh
PY  - 2026
DA  - 2026/05/20
JO  - European journal of preventive cardiology
DO  - 10.1093/eurjpc/zwag268
UR  - https://doi.org/10.1093/eurjpc/zwag268
SN  - 2047-4873
SN  - 2047-4881
ER  -