Disease Specific AI Application Scientific Research Abstracts

A Deep Learning Based Pipeline to Generate Spatial Maps and Extract Signal Characteristics of Diffuse Midline Glioma

Atlas Haddadi Avval, MD, Postdoctoral Scholar, University of California, San Francisco
Nabaan Mir; Evan Bloch; Andreas Rauschecker, MD, PhD

A Multi-Channel Deep Convolutional Neural Network for Preoperative Classification of Intraductal Papillary Mucinous Neoplasms (IPMNs)

Satvik Tripathi, Researcher, University of Pennsylvania
Azadeh Tabari, MD; Christopher Bridge, PhD; Dania Daye, MD, PhD

AI-Based Decision Support for Breast Ultrasound May Reduce Follow-Up Imaging of Benign Breast Findings in Women Under 30 Years of Age

Hana Haver, Diagnostic Radiologist, Mass General Brigham
Catherine Giess, MD; Michael Fishman, MD; Pamela DiPiro, MD; Leslie Lamb, MD; Manisha Bahl, MD

Beyond Expertise: Exploring Behavioral Personas in AI-Assisted Rare Renal Cancer Diagnosis

Changhyun Park, Medical Student, Our Lady of Fatima University
Yong Il Lee, MD, MS; Yong Mee Cho, MD, PhD; Namkug Kim, PhD

DL-FUSE: Personalized Mammographic Image Enhancement via Density-adaptive Frequency Fusion

Theo Dapamede, MD, PhD, Postdoctoral Fellow, Emory University
Frank Li, PhD; Mohammadreza Chavoshi, MD; Bardia Khosravi, MD, MPH, MHPE; Beatrice Brown-Mulry, MS; Young Seok Jeon, PhD; Aawez Mansuri, MS; Rohan Satya Isaac, MS; Chiratidzo Sanyika, MS; Jahanzaib Malik, MS; Janice Newsome, MD; Judy Gichoya, MD, MS, FSIIM; Hari Trivedi, MD

Explainable End-To-End Pipeline for Pelvic Fracture Detection and AO/OTA Grading from Whole-body CT

Taiyu Zhang, PhD, Postdoctoral Fellow, University of Maryland
Mehrdad Salimitari, PhD; YIfan Li, PhD; Uttam Bodanapally, MD; Guang Li, MD; David Dreizin, MD

Impact of Intensity Harmonization on Deep Learning for Segmentation of Clinically Significant Prostate Cancer On Biparametric MRI

Sumedh Sonawane, MS, PhD Student, Indiana University
Pranav Sompalle; Minoti Kedare; Rakesh Shiradkar, PhD

Machine Learning-Driven CT Radiomics for Predicting Brain Metastases in Lung Adenocarcinoma

Mohammadreza Amjadzadeh, MD, Postdoctoral Associate, University of Pittsburgh
Priyadarshini Mamindla, MS; Vishal Peddagangireddy, MS; Afrooz Zandifar, MD; Nasim Batavani, MD; Murat Ak, MD; Yassine Alam Idrissi, MD; Rahul Desai; Rami Yanes, MD; Xiancheng Wu, MD; Maria Velez, MD; Nursima Ak, MD; Walaa Hamza, MD; Sinef Huvaj Aksoy, MD; Ozlem Tugce Kalayci, MD; Ramazan Buyukkaya, MD; Timothy Burns, MD; Laura Stabile, PhD; Rivka Colen, MD