Papers

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

Arianna Bunnell et al. (2025) In International Workshop on Shape in Medical Imaging, Daejeon, Republic of Korea.

Artificial intelligence-enhanced handheld breast ultrasound for screening: A systematic review of diagnostic test accuracy

Arianna Bunnell et al. (2025) PLOS Digital Health, 4(9), e0001019.

Prediction of mammographic breast density based on clinical breast ultrasound images using deep learning: a retrospective analysis

Arianna Bunnell et al. (2025) The Lancet Regional Health - Americas (46): ISSN 2667-193X.

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

Arianna Bunnell, Kailee Hung et al. (2024) PLOS ONE 19(12): e0315434.

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

Arianna Bunnell et al. (2024) 27th International Conference on Medical Image Computing and Computer Assisted Intervention, Marrakesh, Morocco.

Early Breast Cancer Diagnosis via Breast Ultrasound and Deep Learning

Arianna Bunnell (2023) Master’s Thesis, University of Hawaii at Manoa.

The Effect of AI-Enhanced Breast Imaging on the Caring Radiologist-Patient Relationship

Arianna Bunnell and Sharon Rowe (2022) Pacific Symposium on Biocomputing, Kohala Coast Hawaii.