One Clinician Is All You Need–Cardiac Magnetic Resonance Imaging Measurement Extraction: Deep Learning Algorithm Development

Pulkit Singh   ¹ , BA ;   Julian Haimovich   ^{2, 3, 4} , MD ;   Christopher Reeder   ¹ , PhD ;   Shaan Khurshid   ^{2, 3, 5} , MPH, MD ;   Emily S Lau   ^{3, 4} , MD ;   Jonathan W Cunningham   ^{4, 6} , MD ;   Anthony Philippakis   ^{1, 7} , MD, PhD ;   Christopher D Anderson   ^{8, 9, 10} , MMSc, MD ;   Jennifer E Ho   ^{4, 11} , MD ;   Steven A Lubitz   ^{2, 3, 4, 5} , MPH, MD ;   Puneet Batra   ¹ , PhD

¹ Data Sciences Platform, The Broad Institute of Harvard and MIT, Cambridge, MA, United States

² Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States

³ Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, United States

⁴ Cardiovascular Disease Initiative, The Broad Institute of Harvard and MIT, Cambridge, MA, United States

⁵ Demoulas Center for Cardiac Arrhythmias, Massachusetts General Hospital, Boston, MA, United States

⁶ Division of Cardiology, Brigham and Women’s Hospital, Boston, MA, United States

⁷ Eric and Wendy Schmidt Center, The Broad Institute of Harvard and MIT, Cambridge, MA, United States

⁸ Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States

⁹ Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, United States

¹⁰ Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States

¹¹ CardioVascular Institute and Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States