Rapid Fire 06- Machine Learning and Artificial Intelligence III (Kiosk 1)

Moderator(s)

• 

  Mohammed Elbaz, PhD

  Assistant Professor
  Radiology
  Northwestern University
• 

  Teresa Correia, PhD

  Principal Investigator
  CCMAR Algarve, Portugal & King's College London, UK, Portugal

Presentations:

• 11:00 AM – 11:10 AM East Coast USA Time

  Physics-informed Deep Learning Model Selection for Robust Segmentation of Multi-center Stress Perfusion Datasets: Results from the SCMR Registry
  

  Presenting Author: Arian M. Sohi, BSc – Laboratory for Translational Imaging for Microcirculation, Weldon School of Biomedical Engineering, Purdue University

  Primary Author: Dilek M. Yalcinkaya, MSc – Purdue University

  Co-Author: Arian M. Sohi, BSc – Laboratory for Translational Imaging for Microcirculation, Weldon School of Biomedical Engineering, Purdue University

  Co-Author: Khalid Youssef, PhD – Indiana University, Department of Radiology and Imaging Sciences

  Co-Author: Luis F. Zamudio Rivero, MSc – Laboratory for Translational Imaging of Microcirculation, Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN

  Co-Author: Michael D. Elliott, MD – Atrium Health

  Co-Author: Venkateshwar Polsani, MD – Piedmont Heart Institute

  Co-Author: Rohan Dharmakumar, PhD – Indiana University School of Medicine

  Co-Author: ROBERT M. JUDD, PhD – Duke University

  Co-Author: Matthew S. Tong, DO – The Ohio State University

  Co-Author: Dipan J. Shah, MD – Weill Cornell Medical College, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA

  Co-Author: Orlando P. Simonetti, PhD – The Ohio State University

  Co-Author: Behzad Sharif, PhD – Purdue University
• 11:10 AM – 11:20 AM East Coast USA Time

  Scar-Aware Late Mechanical Activation Detection Network For Cardiac Resynchronization Therapy
  

  Presenting Author: Jiarui Xing, PhD – Yale University

  Primary Author: Jiarui Xing, PhD – Yale University

  Co-Author: Shuo Wang, MD, PhD – University of Virginia Health System

  Co-Author: Amit R. Patel, MD – Division of Cardiology, University of Virginia Health System, Charlottesville, Virginia, USA.

  Co-Author: Kenneth Bilchick, MD, MSc – University of Virginia Health System

  Co-Author: Frederick H. Epstein, PhD – University of Virginia

  Co-Author: Miaomiao Zhang, PhD – University of Virginia
• 11:20 AM – 11:30 AM East Coast USA Time

  Generative Diffusion Motion Model for Improved Myocardial Strain Analysis of Cine Magnetic Resonance Images
  

  Presenting Author: Jiarui Xing, PhD – Yale University

  Co-Author: Nivetha Jayakumar, BEng – University of Virginia

  Co-Author: Nian Wu, BEng – University of Virginia

  Co-Author: Yu Wang, PhD – University of Virginia

  Co-Author: Frederick H. Epstein, PhD – University of Virginia

  Co-Author: Miaomiao Zhang, PhD – University of Virginia
• 11:30 AM – 11:40 AM East Coast USA Time

  Plug-and-Play Reconstruction for Accelerated Cardiac Perfusion Imaging via Denoising Diffusion Models
  

  Presenting Author: Sizhuo Liu, PhD – Stanford University

  Primary Author: Sizhuo Liu, PhD – Stanford University

  Co-Author: Shen Zhao, PhD – Stanford University

  Co-Author: Xitong Wang, MSc – Stanford University

  Co-Author: Quan Chen, PhD – Stanford University

  Co-Author: Michael Salerno, MD, PhD – Stanford University
• 11:40 AM – 11:50 AM East Coast USA Time

  3D Convolutional Neural Network For Ischemic Cardiomyopathy Classification From Single Oxygenation-Sensitive Cardiovascular Magnetic Resonance (OS-CMR) Cine Slice
  

  Presenting Author: Arseny Kokotov – McGill University

  Primary Author: Arseny Kokotov – McGill University

  Co-Author: Nikoo Mashayekhi, MSc – McGill University

  Co-Author: Faezeh Lotfi Kazemi, PhD – McGill University Health Center

  Co-Author: Matthias G. Friedrich, MD – McGill University Health Centre

  Co-Author: Michael Chetrit, MD – McGill University Health Center
• 11:50 AM – 12:00 PM East Coast USA Time

  Impact of Comprehensive Cardiac MRI Feature Tracking Assessment on Unsupervised Phenogroup Derivation in Nonischemic Cardiomyopathy
  

  Presenting Author: Carl Ammoury, MD – Cleveland Clinic Foundation

  Primary Author: Carl Ammoury, MD – Cleveland Clinic Foundation

  Co-Author: Yanjun Wu, MSc – Lerner Research Institute

  Co-Author: Theerawat Korkerdsup, MD – Bangpakok 9 International Hospital

  Co-Author: Tom Kai Ming Wang, MBChB MD – Cleveland Clinic

  Co-Author: Diane Rizkallah, MD – Cleveland Clinic Foundation

  Co-Author: Kashyap Bodi, MD – Cleveland Clinic, Cleveland, OH, United States

  Co-Author: Tess Calcagno, MD – Cleveland clinic

  Co-Author: David Chen, PhD – Cleveland Clinic

  Co-Author: Christopher Nguyen, PhD, FSCMR, FACC – Cleveland Clinic

  Co-Author: Wilson Tang, MD – Cleveland Clinic

  Co-Author: Xiaofeng Wang, PhD – Cleveland Clinic Foundation

  Co-Author: Deborah Kwon, MD, FSCMR – Cleveland Clinic
• 12:00 PM – 12:10 PM East Coast USA Time

  Development and Validation of Automated Methods for Quantifying Late Gadolinium Enhancement in Cardiac MRI for Hypertrophic Cardiomyopathy
  

  Presenting Author: Jaeyoon Shim, PhD – Phantomics

  Primary Author: Jaeyoon Shim, PhD – Phantomics

  Co-Author: Jinho Park – Phantomics

  Co-Author: YoungJung Yang, PhD – Phantomics Inc.

  Co-Author: Jong-Hyun Yoon, PhD – Phantomics Inc.

  Co-Author: Panki Kim, PhD – Phantomics Inc.

  Co-Author: Byoung Wook Choi, MD, PhD – Severance Hospital, Research Institute of Radiological Science, Yonsei University College of Medicine