Rapid Fire 10- Machine Learning and Artificial Intelligence V (Kiosk 6)

Moderator(s)

• 

  Pascal Spincemaille, PhD

  Associate Professor of Physics Research In Radiology
  Radiology
  Weill Cornell Medicine
• 

  Bhavana Nagabhushana Reddy, MBBS, FRCR, CESR

  Consultant Radiologist
  University hospitals Sussex, UK, United Kingdom

Presentations:

• 10:50 AM – 11:00 AM East Coast USA Time

  Large Language Model for Automated Impression Sentence Generation from Findings
  

  Presenting Author: Makiya Nakashima, MSc – Cleveland Clinic

  Primary Author: Makiya Nakashima, MSc – Cleveland Clinic

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

  Co-Author: Michael A. Bolen, MD – Cleveland Clinic

  Co-Author: Wilson Tang, MD – Cleveland Clinic

  Co-Author: Richard Grimm – Cleveland Clinic

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

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

  Co-Author: David Chen, PhD – Cleveland Clinic
• 11:00 AM – 11:10 AM East Coast USA Time

  Autoregressive Report Generation for Cardiac Magnetic Resonance Imaging
  

  Presenting Author: Makiya Nakashima, MSc – Cleveland Clinic

  Primary Author: Makiya Nakashima, MSc – Cleveland Clinic

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

  Co-Author: Michael A. Bolen, MD – Cleveland Clinic

  Co-Author: Richard Grimm – Cleveland Clinic

  Co-Author: Wilson Tang, MD – Cleveland Clinic

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

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

  Co-Author: David Chen, PhD – Cleveland Clinic
• 11:10 AM – 11:20 AM East Coast USA Time

  Motion artifact reduction in cardiac MR cine images based on deep-learning model
  

  Presenting Author: Jaeyoon Shim, PhD – Phantomics

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

  Co-Author: Jinho Park – Phantomics

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

  Co-Author: Jaeyoon Shim, PhD – Phantomics

  Co-Author: Panki Kim, PhD – Phantomics Inc.
• 11:20 AM – 11:30 AM East Coast USA Time

  Comparing 2D and 3D deep learning (DL)-based reconstruction strategies for under sampled isotropic 4D whole thoracic automated cardiac MRI (AutoCMR)
  

  Presenting Author: Ashmita Deb, MSc – Cleveland Clinic

  Primary Author: Ashmita Deb, MSc – Cleveland Clinic

  Co-Author: Danielle Kara, PhD – Cleveland Clinic

  Co-Author: Makiya Nakashima, MSc – Cleveland Clinic

  Co-Author: Hoa Le, MSc, BSc – Cardiovascular Innovation Research Center, Heart Vascular Thoracic Institute, Cleveland Clinic, Cleveland, OH, United States. Department of Biomedical Engineering, Case Western Reserve University & Cleveland Clinic, Cleveland, OH, United States.

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

  Co-Author: David Chen, PhD – Cleveland Clinic

  Co-Author: Christopher Nguyen, PhD, FSCMR, FACC – Cleveland Clinic
• 11:30 AM – 11:40 AM East Coast USA Time

  Deep Learning to Predict Myocardial Scar Burden and Uncertainty Quantification
  

  Presenting Author: Nivetha Jayakumar, BEng – University of Virginia

  Primary Author: Nivetha Jayakumar, BEng – University of Virginia

  Co-Author: Jonathan Pan, MD, MBA – University of Virginia Medical center

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

  Co-Author: Jeremy A. Slivnick, MD – University of Chicago

  Co-Author: Nisha Hosadurg, MD – University of Virginia

  Co-Author: Cristiane C. De Carvalho Singulane, MD – University of Virginia Health System

  Co-Author: Bishow Paudel, MD – University of Virginia

  Co-Author: Sivam Bhatt, MD – University of Virginia

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

  Co-Author: Miaomiao Zhang, PhD – University of Virginia
• 11:40 AM – 11:50 AM East Coast USA Time

  AI-Based Myocardial Segmentation and Cardiac Disease Classification Using Multi-Sequence Cardiac MRI
  

  Presenting Author: Martin Hadamitzky, MD – German Heart Center Munich

  Primary Author: Keno K. Bressem, MD – German Heart Center Munich

  Co-Author: Celine Dürner, MD – German Heart Center Munich

  Co-Author: Eva Hendrich, MD – Clinic of Radiology, German Heart Center Munich, Technical University of Munich, Germany

  Co-Author: Rafael Adolf, MD – German Heart Center Munich

  Co-Author: Era Stambollxhiu, MD – German Heart Center Munich

  Co-Author: Miriam Kumpf, MD – German Heart Center Munich

  Co-Author: Alessa Chami, MD – German Heart Center Munich