Retrospective Phase-map Synthesis for CMR Datasets FBom Magnitude-only DICOM Images Enabled by A.I. Generative Models to Create Large Training Datasets for Deep Learning-based Image Reconstruction

• M. Berk Sahin, BSc,
• Dilek M. Yalcinkaya, MSc,
• Rohan Dharmakumar, PhD,
• Abolfazl Hashemi, PhD, MSc, BSc,
• Behzad Sharif, PhD

Affiliations

M. Berk Sahin, BSc

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

Dilek M. Yalcinkaya, MSc

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

Rohan Dharmakumar, PhD

Indiana University

Abolfazl Hashemi, PhD, MSc, BSc

Purdue University

Behzad Sharif, PhD

Indiana University School of Medicine