Machine Learning for Biomedical Applications

Track Chair(s)

• AX

  Alexander Xu, PhD

  Assistant Professor
  University of Maryland College Park
• MM

  Megan McLean

Session Chair(s)

• 

  Reza Avaz, PhD

  Assistant Professor
  Texas A&M University
• KL

  Kwonmoo Lee, PhD

  Assistant Professor
  Boston Children's Hospital, Harvard Medical School

Presentations:

• 4:30 PM - 4:45 PM PDT

  An AI-Based Model for Trauma Care with Field and Policy Implications
  

  Presenting Author: Sambit Panda, PhD – University of Texas at San Antonio

  Co-Author: Christian Cruz – MATRIX AI Consortium

  Co-Author: Amina Qutub – University of Texas at San Antonio

  Last Author: Amina Qutub – University of Texas at San Antonio

  Primary Investigator: Amina Qutub – University of Texas at San Antonio
• 4:45 PM - 5:00 PM PDT

  Generative Artificial Intelligence - All Models are Not the Same: A Comparison of System Fallibility on Medical Misinformation
  

  Presenting Author: Zachary Hansen – The Arizona Center for Accelerated Biomedical Innovation

  Co-Author: Ryan Chung – The Arizona Center for Accelerated Biomedical Innovation

  Co-Author: Bryce Michael – The Arizona Center for Accelerated Biomedical Innovation

  Co-Author: David M. Neelappa – The Arizona Center for Accelerated Biomedical Innovation

  Co-Author: Rebecca Slepian – The Arizona Center for Accelerated Biomedical Innovation, University of Arizona

  Co-Author: Natalie Grubb – The Arizona Center for Accelerated Biomedical Innovation

  Last Author: Marvin Slepian – The Arizona Center for Accelerated Biomedical Innovation
• 5:00 PM - 5:15 PM PDT

  Scalable Real-Time Deployment of Predictive Algorithms Using Continuous Cardiorespiratory Monitoring Data
  

  Presenting Author: Mohamed Elmahdy, PhD – Nihon Kohden Digital Health Solutions

  Co-Author: Brian Tu – Nihon Kohden Digital Health Solutions

  Co-Author: Harsh Dharwad – Nihon Kohden Digital Health Solutions

  Co-Author: Abel lin – Nihon Kohden Digital Health Solutions

  Co-Author: Jessa Kempton – Nihon Kohden Digital Health Solutions

  Co-Author: Mark Mai, MD – Children’s Healthcare of Atlanta

  Last Author: Timothy Ruchti, PHD – Nihon Kohden Digital Health Solutions
• 5:15 PM - 5:30 PM PDT

  Rapid cardiac activation prediction for cardiac resynchronization therapy planning using geometric deep learning
  

  Presenting Author: Ehsan Naghavi – Michigan State University

  Co-Author: Haifeng Wang – Michigan State University

  Co-Author: Vahid Ziaei-Rad – Michigan State University

  Co-Author: Julius Guccione – 3DT Holdings LLC

  Co-Author: Ghassan Kassab – 3DT Holdings LLC

  Co-Author: Vishnu Boddeti – Michigan State University

  Co-Author: Seungik Baek – Michigan State University

  Last Author: Lik-Chuan Lee – Michigan State University

  Primary Investigator: Lik-Chuan Lee – Michigan State University
• 5:30 PM - 5:45 PM PDT

  Mask Matching Network for Self-supervised Few-shot Medical Image Segmentation
  

  Presenting Author: zeyun Zhao – University of Florida
• 5:45 PM - 6:00 PM PDT

  Automation and Machine Learning for the Development of Protein-Like Single-Chain Polymer Nanoparticles
  

  Presenting Author: Elena Di Mare, ME – Rutgers, The State University of New Jersey

  Co-Author: Cesar Ramirez – Rutgers University

  Co-Author: N. Sanjeeva Murthy – Rutgers University

  Primary Investigator: Adam J. Gormley – Rutgers University