Automatic Segmentation of Multi-center Multi-field-strength Perfusion CMR Datasets with Deep Learning-based Uncertainty-guided Analysis: Preliminary Findings Using the SCMR Registry

• Dilek M. Yalcinkaya, MSc,
• Zhuoan Li, BEng,
• Khalid Youssef, PhD,
• Luis Zamudio Rivero, MSc,
• Venkateshwar Polsani, MD,
• Michael Elliott, MD,
• Rohan Dharmakumar, PhD,
• Robert Judd, PhD,
• Dipan Shah, MD,
• Orlando Simonetti, PhD,
• Subha V Raman,
• Behzad Sharif, PhD

Affiliations

Dilek M. Yalcinkaya, MSc

Laboratory for Translational Imaging of Microcirculation, Indiana University School of Medicine

Zhuoan Li, BEng

Laboratory for Translational Imaging of Microcirculation, Indiana University School of Medicine

Khalid Youssef, PhD

Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN

Luis Zamudio Rivero, MSc

Laboratory for Translational Imaging of Microcirculation, Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN

Venkateshwar Polsani, MD

Piedmont Heart Institute

Michael Elliott, MD

Atrium Health

Rohan Dharmakumar, PhD

Indiana University

Robert Judd, PhD

Intelerad

Dipan Shah, MD

Weill Cornell Medical College, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA

Orlando Simonetti, PhD

The Ohio State University

Subha V Raman

Indiana University Cardiovascular Institute and Krannert Cardiovascular Research Center, Indianapolis, Indiana, USA

Behzad Sharif, PhD

Indiana University School of Medicine