About the Session

A Fair-Aligned Imaging Analytics Framework: Structuring Real-World DICOM Metadata Using a Standardized Research Data Model

Jen Park, MS, PhD Candidate, Johns Hopkins University
Teri Sippel Schmidt, MS, FSIIM; Blake Dewey, PhD; Paul Nagy, PhD, CIIP, FSIIM

Automated Multi Planar Reconstruction of the Thyroid Gland from Ultrasound Cine Clips

Lev Barinov, MD, PhD, Radiology Resident, University of Pennsylvania
Hersh Sagreiya, MD; Jonathan Scott, MD, PhD

Benchmarking Machine Learning Models for CT-Based Radiomic Analysis of Muscle Aging: Developing a Robust and Automated Biomarker of Muscle Quality

Sara Momtazmanesh, MD, Postdoctoral Research Fellow, Johns Hopkins University
Pouria Rouzrokh, MD, MPH, MHPE; Elena Ghotbi, MD; Quincy Hathaway, MD, PhD; Michael Bancks, PhD, MPH; David Bluemke, MD, PhD, MsB; R. Graham Barr, MD, DrPH; Wendy Post, MD, MS; Matthew Budoff, MD; João Lima, MD; Jennifer Mammen, MD, PhD; Shadpour Demehri, MD

Fastradiomics: Accelerating High-Throughput Texture Feature Extraction Via Just-in-time Compilation and Vectorization

Anusha Kanagala, MS, Student, University of Alabama at Birmingham
Stephanie Aguilera; Abhiraj Pudhota, MS; Monrada Chiewhawan; Watcharapong Timklaypachara; Sandeep Bodduluri, PhD, MS

Vision Transformers vs Convolutional Neural Networks: Who Sees Medical Abnormalities Better?

Changhyun Park, Medical Student, Our Lady of Fatima University
Aditya Kulkarni, MS; Paul Yi, MD

Session Number

3009

Format

Research Abstracts

Learning Topic
Artificial Intelligence (AI)Standards
Imaging Specialty
CardiologyRadiology
Credit Type
ACCME-MDARRT-RTCAMPEP-MPCECSIIM IIP-CIIP

Presented By

 

Wooyeon (Jen) Park, MS

PhD Student, BioMedical Informatics and Data Science
Johns Hopkins

Lev Barinov, MD, PhD

Radiology Resident
Hospital of the University of Pennsylvania

Sara Momtazmanesh, MD

Postdoctoral Research Fellow
Johns Hopkins University School of Medicine

Anusha Kanagala, MS

Student
University of Alabama at Birmingham

Changhyun Park

Medical Student
College of Medicine, Our Lady of Fatima University