no code implementations • 12 Oct 2021 • Zhen Yu, Jennifer Nguyen, Toan D Nguyen, John Kelly, Catriona Mclean, Paul Bonnington, Lei Zhang, Victoria Mar, ZongYuan Ge
In this study, we propose a framework for automated early melanoma diagnosis using sequential dermoscopic images.
no code implementations • 19 Jun 2020 • Zhen Yu, Jennifer Nguyen, Xiaojun Chang, John Kelly, Catriona Mclean, Lei Zhang, Victoria Mar, ZongYuan Ge
Existing studies for automated melanoma diagnosis are based on single-time point images of lesions.
2 code implementations • 5 Oct 2019 • David D. Fan, Jennifer Nguyen, Rohan Thakker, Nikhilesh Alatur, Ali-akbar Agha-mohammadi, Evangelos A. Theodorou
We propose a framework which satisfies these constraints while allowing the use of deep neural networks for learning model uncertainties.