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Shepherd Research Lab

Arianna Bunnell

Headshot of Arianna Bunnell

Arianna Bunnell

PhD Student

I’m a PhD student in the Computer Science (ICS) department at the University of Hawai’i. I have Bachelors degrees in Statistics and Computer Science, and am passionate about the application of data science to healthcare. I currently work as a Research Assistant in the UH Machine Learning Lab, working in applied ML. My work with the Shepherd Research Lab focuses on applying deep learning to breast ultrasound imaging.

Presentations & Publications

1.
Valdez D, Bunnell A, Bogumil D, Maskarinec G, Shepherd J. Abstract PO5-08-12: Ethnic Admixture Affects Breast Cancer Incidence in Native Hawaiians: The Multiethnic Cohort. Cancer Research [Internet]. 2024 May 2 [cited 2024 May 24];84(9_Supplement):PO5-08–12. Cite
1.
Bunnell A, Valdez D, Strand F, Glaser Y, Sadowski P, Shepherd JA. Abstract 3449: Is AI-enhanced breast ultrasound ready for breast cancer screening in low-resource environments? A systematic review. Cancer Research [Internet]. 2024 Mar 22 [cited 2024 May 24];84(6_Supplement):3449–3449. Cite
1.
Bunnell A, Valdez D, Wolfgruber T, Altamirano A, Hernandez B, Sadowski P, et al. Abstract P3-04-05: Artificial Intelligence Detects, Classifies, and Describes Lesions in Clinical Breast Ultrasound Images [Internet]. San Antonio Breast Cancer Symposium 2022; 2023 Mar 1 [cited 2023 Mar 15]. Cite