Rapid Fire 01- Machine Learning and Artificial Intelligence I (Kiosk 5)

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:

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

  AI-Based Discrimination of Cardiac Amyloidosis from Hypertrophic Cardiomyopathy Using Cardiac MRI 3D Shape Phenomics
  

  Presenting Author: Fereshteh Hasanzadeh, MSc – University of Calgary

  Primary Author: Fereshteh Hasanzadeh, MSc – University of Calgary

  Co-Author: Rylan Marianchuk, BSc – University of Calgary

  Co-Author: Steven Dykstra, PhD – University of Calgary

  Co-Author: Talia A. Beckie, BEng – Libin cardiovascular Institute, University of Calgary

  Co-Author: Connor J. White, N/A – Libin Cardiovascular Institute, University of Calgary

  Co-Author: Andrew Loe, BSc – Libin Cardiovascular Institute, University of Calgary, Canada

  Co-Author: Jacqueline Flewitt, MSc – Libin Cardiovascular Institute; University of Calgary

  Co-Author: Sandra Rivest, RN – Libin Cardiovascular Institute; University of Calgary

  Co-Author: Grant Peters, MD – Libin Cardiovascular Institute, University of Calgary

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

  Co-Author: Carmen P. Lydell, MD – Libin Cardiovascular Institute; University of Calgary

  Co-Author: Louis Kolman, MD – Libin Cardiovascular Institute; University of Calgary

  Co-Author: Robert J.H. Miller, MD – Libin Cardiovascular Institute; University of Calgary

  Co-Author: Nowell Fine, MD, MSc – Libin Cardiovascular Institute of Alberta, University of Calgary

  Co-Author: Dina Labib, MD, PhD, FSCMR – University of Calgary

  Co-Author: James A. White, MD – Libin Cardiovascular Institute; University of Calgary
• 11:10 AM – 11:20 AM East Coast USA Time

  AI-Driven Assessment of Aortic Dimensions Based on Contrast-Enhanced MRA of the Thoracic Aorta
  

  Presenting Author: Charilaos Apostolidis, MEng – Northwestern University

  Primary Author: Charilaos Apostolidis, MEng – Northwestern University

  Co-Author: Haben Berhane, BSc – Northwestern University

  Co-Author: David Dushfunian, MD – Northwestern University Feinberg School of Medicine

  Co-Author: Ethan M. I Johnson, PhD – Northwestern University

  Co-Author: Courtney Pfister, BSc – Northwestern University

  Co-Author: Bradley D. Allen, MD, MSc, FSCMR – Northwestern University

  Co-Author: Aggelos Katsaggelos, PhD – Northwestern University

  Co-Author: Michael Markl, PhD – Northwestern University Feinberg School of Medicine
• 11:20 AM – 11:30 AM East Coast USA Time

  Is the fairness of segmentation foundation models sufficient for clinical cardiology applications
  

  Presenting Author: Qing Li, MSc – Human Phenome Institute, Fudan University

  Primary Author: Qing Li, MSc – Human Phenome Institute, Fudan University

  Co-Author: Yizhe Zhang, PhD – School of Computer Science, Nanjing University of Science and Technology

  Co-Author: Aijia Xie, MSc – Human Phenome Institute, Fudan University

  Co-Author: Longyu Sun, MSc – Human Phenome Institute, Fudan University

  Co-Author: Mengting Sun, MSc – Human Phenome Institute, Fudan University

  Co-Author: Shuo Wang, PhD – Digital Medical Research Center, School of Basic Medical Sciences, Fudan University

  Co-Author: Chengyan Wang, PhD – Fudan University
• 11:30 AM – 11:40 AM East Coast USA Time

  Zero-shot Classification for Cardiac Magnetic Resonance Imaging Using Multimodal Pretraining
  

  Presenting Author: Makiya Nakashima, MSc – Cleveland Clinic

  Primary Author: Makiya Nakashima, MSc – Cleveland Clinic

  Co-Author: Jielin Qiu, PhD – Carnegie Mellon University

  Co-Author: Peide Huang, PhD – Carnegie Mellon University

  Co-Author: Po-Hao Chen, MD, MBA – Cleveland Clinic

  Co-Author: Richard Grimm – Cleveland Clinic

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

  Co-Author: Ding Zhao, PhD – CMU

  Co-Author: Deborah Kwon, MD, FSCMR – Cleveland Clinic

  Co-Author: David Chen, PhD – Cleveland Clinic
• 11:40 AM – 11:50 AM East Coast USA Time

  A patch-based latent video diffusion model for cardiac cine (Cine-LDiff)
  

  Presenting Author: Xuan Lei, BSc – The Ohio State University

  Primary Author: Xuan Lei, BSc – The Ohio State University

  Co-Author: Philip Schniter, PhD – The Ohio State University

  Co-Author: Rizwan Ahmad, PhD – The Ohio State University
• 11:50 AM – 12:00 PM East Coast USA Time

  Automating Real-Time Flow Quantification and Alias Detection with Deep Learning
  

  Presenting Author: Hoi Ching Cheung, MD, BSc – National Heart and Lung Institute, Imperial College London

  Co-Author: Michalis Michaelides, BSc – Imperial College London

  Co-Author: Muhammad Mohsin, BSc – Imperial College London

  Co-Author: Ahmed Salih, BSc – Imperial College London

  Co-Author: Sameer Zaman, MD, PhD – National Heart and Lung Institute, Imperial College London

  Co-Author: Kavitha Vimalesvaran, MD, PhD – National Heart and Lung Institute, Imperial College London

  Co-Author: Graham Cole, MD, PhD – Imperial College London

  Co-Author: Alexander Stevenson, MD, BA – Chelsea and Westminster Hospital NHS Foundation Trust

  Primary Author: James Howard, MD, PhD – National Heart and Lung Institute, Imperial College London