Arianna Bunnell

According to our database, Arianna Bunnell authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

External Validation of Deep Learning Models for BI-RADS Breast Density Prediction from Ultrasound Images.

Yuxuan Chen, Arianna Bunnell, Yanqi Xu, Haoyan Yang, Thomas K. Wolfgruber, John A. Shepherd, Yiqiu Shen

CoRR, May, 2026

2025

Dataset of Ultrasound Video Frames from Gelatin Phantoms.

Nusrat Zaman Zemi, Arianna Bunnell

Dataset, October, 2025

Deep Learning Enables Large-Scale Shape and Appearance Modeling in Total-Body DXA Imaging.

Arianna Bunnell, Devon Cataldi, Yannik Glaser, Thomas K. Wolfgruber, Steven B. Heymsfield, Alan B. Zonderman, Thomas L. Kelly, Peter Sadowski, John A. Shepherd

Proceedings of the Shape in Medical Imaging, 2025

2024

Artificial Intelligence-Informed Handheld Breast Ultrasound for Screening: A Systematic Review of Diagnostic Test Accuracy.

Arianna Bunnell, Dustin Valdez, Fredrik Strand, Yannik Glaser, Peter Sadowski, John A. Shepherd

CoRR, 2024

Deep Learning Predicts Mammographic Breast Density in Clinical Breast Ultrasound Images.

Arianna Bunnell, Dustin Valdez, Thomas K. Wolfgruber, Brandon Quon, Kailee Hung, Brenda Y. Hernandez, Todd B. Seto, Jeffrey Killeen, Marshall Miyoshi, Peter Sadowski, John A. Shepherd

CoRR, 2024

BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI.

Arianna Bunnell, Kailee Hung, John A. Shepherd, Peter Sadowski

CoRR, 2024

Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound.

Arianna Bunnell, Yannik Glaser, Dustin Valdez, Thomas K. Wolfgruber, Aleen Altamirano, Carol Zamora González, Brenda Y. Hernandez, Peter Sadowski, John A. Shepherd

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024