Rapid Fire 04- Machine Learning and Artificial Intelligence II (Kiosk 4)

Moderator(s)

• 

  Young Joo Suh, MD, PhD

  Associate Professor
  Severance Hospital, Yonsei University College of Medicine, Republic of Korea
• 

  Tobias Schaeffter, PhD

  Head of Division Medical Physics, Professor in Biomedical Imaging at Technische Universität Berlin
  Physikalisch-Technische Bundesanstalt (PTB),Technische Universität, Berlin, Einstein Center Digital Future , Germany

Presentations:

• 5:30 PM – 5:40 PM East Coast USA Time

  dT1 maps: A novel approach for visualizing myocardial stress without gadolinium-based contrast agents
  

  Presenting Author: Ricardo A. Gonzales, DPhil, FSCMR – University of Oxford

  Primary Author: Ricardo A. Gonzales, DPhil, FSCMR – University of Oxford

  Co-Author: Matthew K. Burrage, MD, PhD – University of Oxford

  Co-Author: Daniel Menacho, BSc – University of Oxford

  Co-Author: İbrahim Altun, MD – University of Oxford

  Co-Author: Betty Raman, MBBS FRACP DPhil – University of Oxford

  Co-Author: Rina Ariga, MD, PhD – Oxford Centre for Clinical Magnetic Resonance Research

  Co-Author: Rohan Wijesurendra, PhD, MA, MB – University of Oxford

  Co-Author: Masliza Mahmod, MD, PhD – Perspectum

  Co-Author: Eylem Levelt, PhD – The Baker Heart and Diabetes Institute

  Co-Author: Wei-Ming Huang, MD – Mackay Memorial Hospital

  Co-Author: Chun-Ho Yun, MD – Mackay Memorial Hospital

  Co-Author: Vanessa M. Ferreira, MD, PhD, FSCMR – University of Oxford

  Co-Author: Qiang Zhang, PhD, FSCMR – University of Oxford

  Co-Author: Stefan K. Piechnik, PhD, FSCMR – University of Oxford
• 5:40 PM – 5:50 PM East Coast USA Time

  Deep learning with dual Image-quality enhancement and harmonized-calibration for improved Biventricular segmentation from Cine CMR
  

  Presenting Author: jiayu wang, BEng – Northwestern University

  Primary Author: jiayu wang, BEng – Northwestern University

  Co-Author: Mohammed Elbaz, PhD – Northwestern University

  Co-Author: Mohamed Elbayumi, MSc – Northwestern University

  Co-Author: Mehri Mehrnia, MSc – Northwestern University
• 5:50 PM – 6:00 PM East Coast USA Time

  Detection of Myocardial Ischemia in Stress Perfusion CMR with Order-of-magnitude Lower Contrast Dose Enabled by Multi-Stage Deep Learning
  

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

  Primary 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: Bobak Heydari, MD – Brigham and Women's Hospital

  Co-Author: Andrew G. Howarth, MD, PhD – Libin Cardiovascular Institute; University of Calgary

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

  Co-Author: Behzad Sharif, PhD – Purdue University
• 6:00 PM – 6:10 PM East Coast USA Time

  Twenty-Fold Accelerated Cardiovascular Phase-Contrast MRI using Channel-Shift CNN
  

  Presenting Author: Chi Zhang, PhD – Stanford University

  Primary Author: Chi Zhang, PhD – Stanford University

  Co-Author: Julio A. Oscanoa, MSc – Stanford University

  Co-Author: Michael Loecher, PhD – Stanford University

  Co-Author: Matthew Middione, PhD – Stanford University

  Co-Author: Shreyas S. Vasanawala, MD, PhD – Stanford University

  Co-Author: Daniel B. Ennis, PhD – Stanford University
• 6:10 PM – 6:20 PM East Coast USA Time

  Concealed deep phenotype abnormalities in subclinical hypertrophic cardiomyopathy detected by advanced imaging
  

  Presenting Author: George Joy, PhD – St George's University of London

  Primary Author: George Joy, PhD – St George's University of London

  Co-Author: Michele Orini, PhD – Kings College London

  Co-Author: Rhodri H. Davies, MD, PhD – University College London and Barts Heart Centre

  Co-Author: Peter Kellman, PhD – National Heart, Lung, and Blood Institute, National Institutes of Health

  Co-Author: Maite Tome, PhD – St Georges University of London

  Co-Author: Pier Lambiase, MD, PhD – University College London

  Co-Author: Erica Dall'Armellina, PhD – University of Leeds

  Co-Author: Gabriella Captur, MD, PhD – UCL Institute of Cardiovascular Science

  Co-Author: James C. Moon, MD – University College London

  Co-Author: Luis Lopes, PhD – University College London
• 6:20 PM – 6:30 PM East Coast USA Time

  Healthy-to-Patients Deep learning for Automated Left Atrial Segmentation and Function analysis from Short-Axis Cine CMR
  

  Presenting Author: Mohamed Elbayumi, MSc – Northwestern University

  Primary Author: Mohamed Elbayumi, MSc – Northwestern University

  Co-Author: Ulas Bagci, PhD – Northwestern University

  Co-Author: Maurice Pradella, MD – Northwestern University Feinberg School of Medicine

  Co-Author: Zachary Zilber, MD – Northwestern University

  Co-Author: Philip Greenland, MD – Northwestern University

  Co-Author: Mohammed Elbaz, PhD – Northwestern University