A Combined Deployable End-to-end Automated AI Detection and Quantitative Visualization Pipeline for Hemothorax on Admission Trauma CT 

Mehrdad Salimitari, PhD, Postdoctoral Fellow, University of Maryland School of Medicine 
Ankush Jindal, MD, MS; Uttam Bodanapally, MD; Lei Zhang, PhD; Wayne LaBelle; Guang Li, PhD; Bhavya Reddy; Ozerk Turan; Gabrielle Dickerson; Abigail Corkum; Melike Harfouche, MD; David Dreizin, MD  

Chest Radiography and Mammography-Derived Imaging Biomarkers Enhance Cardiovascular Risk Prediction Beyond ASCVD Risk Score 

Theo Dapamede, MD, PhD, Postdoctoral Fellow, Radiology and Imaging Sciences, Emory University 
Frank Li, PhD; Bardia Khosravi, MD, MPH, MHPE; Aisha Urooj, PhD; Mohammadreza Chavoshi, MD; Chad Robichaux, MPH; Aawez Mansuri, MS; Beatrice Brown-Mulry; Rohan Isaac, MS; Chadi Ayoub, MBBS, PhD; Charles O’Neill, MD; Imon Banerjee, PhD; Judy Gichoya, MD, MS, FSIIM; Hari Trivedi, MD  

Detection of Aberrant Anterior Tibial Artery on Knee MRI Using Deep Learning 

Eduardo Farina, MD, Radiologist, UNIFESP 
Cassiano Barros, MD; Daisy Kase, MD; Paulo de Tarso Kawakami Perez, MD; Leonardo Kazunori Tsuji, MD; Lucas Medeiros, MD; Adham do Amaral e Castro, MD, PhD; Felipe Kitamura, MD, PhD; Andre Aihara, MD, PhD 

Identifying Gaps in Care Using AI for Vertebral Body Compression Fracture Detection on Chest X-Rays 

Mohamed K. Ibrahim, MD, Cardiopulmonary Imaging Instructor, Radiology, University of Alabama at Birmingham 
Omar Safarini, MD; John Eddins; Lawrence Ngo, MD; Richard Brown, MD, FACR; Russell Stewart, MD, MBA, MS; Srini Tridandapani, PhD, MD, MBA; Steven Rothenberg, MD 

IDH-mutant Glioma Subtypes Classification Using Unsupervised Dimensionality Reduction of MRI Biomarkers 

Nazanin Maleki, MD, Research Fellow, Radiology, The Children’s Hospital of Philadelphia 
Klara Willms, MD; Tal Zeevi, PhD; Sahil Chadha, MD; Marc von Reppert, MD; Leon Jekel, MD; Jan Lost, MD; Sarah Merkaj, MD; Niklas Tilmanns, MD; Mariam Aboian, MD, PhD 

Leveraging Pre-trained Medical Image Embeddings for Knee Pain Score Prediction: A Comparative Analysis of Vision Transformer and CNN Approaches 

Mohammadreza Chavoshi, MD, Postdoctoral Research Fellow, Department of Radiology, Emory University 
Frank Li, PhD; Theo Dapamede, MD, PhD; Bardia Khosravi, MD, MPH; Brandon Price, MD; Janice Newsome, MD; Aawez Mansuri, MS; Rohan Satya Isaac, MS; Hari Trivedi, MD; Judy Gichoya, MD, MS, FSIIM 

Leveraging Volume Embeddings for Accurate and Efficient Glioma Classification 

Xue Li, PhD Candidate, Student, Electrical and Computer Engineering, University of Wisconsin-Madison 
Alan McMillan, PhD 

Re-evaluating Right Heart Strain at CT Pulmonary Angiography with Artificial Intelligence-Driven Cardiac Chamber Segmentation 

Bardia Nadim, MD, Resident Physician, Radiology, Brigham and Women’s Hospital 
Ian Pan, MD