AI, Machine Learning, Simulation, and Imaging 2

Moderator(s)

• 

  David Woodrum, MD, PhD, FSIR (he/him/his)

  Professor of Radiology
  Mayo Clinic, United States
• 

  Younes Jahangiri, MD

  IR/DR Resident
  Corewell Health West Michigan, United States

Presentations:

• 3:00 PM – 3:09 PM CT

  3D Ablation Margin Detection of Colorectal Pulmonary Metastases Treated with Cryoablation Using Deformable CT Image Registration and AI-segmentation Predicts Local Response Outcomes
  

  Presenting Author: Frank Mohn, DO – MD Anderson Cancer Center

  Author/Co-author: Koustav Pal, MBBS (he/him/his) – MD Anderson

  Author/Co-author: Caleb O'Connor, MS – MD Anderson Cancer Center

  Author/Co-author: Austin Castelo, BS – MD Anderson Cancer Center

  Author/Co-author: Alda Tam, MD, FSIR – MD Anderson Cancer Center

  Author/Co-author: Rahul A. Sheth, MD, FSIR – MD Anderson

  Author/Co-author: Kristy Brock, Ph.D. – The University of Texas MD Anderson Cancer Center
• 3:09 PM – 3:18 PM CT

  Suggestive Radiographic Features for Diagnosis of Tracheo-innominate Fistula
  

  Presenting Author: Erez Klein, MD – Moffitt Cancer Center

  Author/Co-author: Maxim Leiderman, MD – Rambam health Care Campus

  Author/Co-author: Igor Kogan, MD – Rambam health Care Campus

  Author/Co-author: Amos Ofer, MD – Rambam Medical Center
• 3:18 PM – 3:27 PM CT

  Validation of an Artificial-Intelligence (AI)-Based Software for 3D Real-Time Ultrasound Tissue Response Monitoring in Liver Tumor Microwave Ablation-a single centre prospective study
  

  Presenting Author: Michal Mauda-Havakuk, MD, PhD – Tel-Aviv Sourasky Medical Center

  Author/Co-author: Rina Neeman, MD – TASMC

  Author/Co-author: Yoav Amitai, MD – TASMC

  Author/Co-author: Orly Dvora, MA – TASMC
• 3:27 PM – 3:36 PM CT

  In Vivo Evaluation of Spectral CT Thermometry for Non-invasive, Real-time Temperature Monitoring of Thermal Ablation
  

  Presenting Author: Leening Liu, PhD – University of Pennsylvania

  Author/Co-author: Amy Perkins, PhD – Philips Healthcare

  Author/Co-author: Ali Dhanaliwala, MD, PhD – Department of Radiology, University of Pennsylvania

  Author/Co-author: Daniel M. DePietro, MD – University of Pennsylvania

  Author/Co-author: Peter B. Noël, Ph.D. – University of Pennsylvania

  Author/Co-author: Michael C. Soulen, MD – Abramson Cancer Center, University of Pennsylvania
• 3:36 PM – 3:45 PM CT

  Investigating the Dielectric Properties of Various Embolic Agents at 915 MHz and 2.45 GHz
  

  Presenting Author: Rahim S. Jiwani, MS (he/him/his) – UIWSOM

  Author/Co-author: Maria Basurto, BS – Vascular Perfusion Solutions

  Author/Co-author: Annanya Pingale, BS – Vascular Perfusion Solutions

  Author/Co-author: Marina Borrego, BS – UT Health San Antonio

  Author/Co-author: Carlos B. Ortiz, MD – UT Health San Antonio
• 3:45 PM – 3:54 PM CT

  Predictive Value of Radiomics Features Extracted from preoperative CT Images for Assessing Response to Thermal Ablation in Patients with Malignant Pulmonary Lesions: A Systematic Review, Quality Assessment, and Meta-Analysis.
  

  Presenting Author: Mohammad Mirza-Aghazadeh-Attari, MD, MPH – Johns Hopkins University

  Author/Co-author: Tara Srinivas, MD – Johns Hopkins School of Medicine

  Author/Co-author: Alan J. Kim, BS (he/him/his) – Johns Hopkins University School of Medicine

  Author/Co-author: Arun Kamireddy, MD, MBBS – Johns Hopkins University School of Medicine

  Author/Co-author: Clifford R. Weiss, MD – Department of Radiology, Radiological Science and Biomedical Engineering, Johns Hopkins University School of Medicine
• 3:54 PM – 4:03 PM CT

  Robotic Assisted Percutaneous intervention: enlarging patient throughput, a First American Experience on 126 patients
  

  Presenting Author: Govindarajan Narayanan, MD, FSIR – Miami Cardiac & Vascular Institute

  Author/Co-author: Ripal Gandhi, MD, FSIR – Miami Cardiac & Vascular Institute, Miami Cancer Institute

  Author/Co-author: Constantino Pena, MD – Florida International Universirty and University of South Florida

  Author/Co-author: Brian J. Schiro, MD – Miami Cardiac & Vascular Institute / Radiology Associates of South Florida

  Author/Co-author: Gina Landinez, MD (she/her/hers) – Miami Cardiac and Vascular Institute (MCVI) Miami Cancer Institute (MCI)

  Author/Co-author: Bente Van Den Bemd, MD – Miami cancer institute
• 4:03 PM – 4:12 PM CT

  Streamlining Renal Tumor Ablation Planning with a Deep-Learning Pipeline for Automated Tumor Segmentation and Ablation Zone Optimization
  

  Presenting Author: Justin Rhee (he/him/his) – The Warren Alpert Medical School, Brown University

  Author/Co-author: Hossam A. Zaki – The Warren Alpert Medical School, Brown University

  Author/Co-author: Scott Collins, RT(R)(CT) – Rhode Island Hospital

  Author/Co-author: Zhicheng Jiao, Ph.D. – Brown University

  Author/Co-author: Aaron WP Maxwell, MD – Alpert Medical School, Brown University