no code implementations • 12 Apr 2022 • Lauren Coan, Bryan Williams, Krishna Adithya Venkatesh, Swati Upadhyaya, Silvester Czanner, Rengaraj Venkatesh, Colin E. Willoughby, Srinivasan Kavitha, Gabriela Czanner
Namely, can artificial intelligence automatically find the boundaries of the optic cup and disc (providing a so-called segmented fundus image) and then use the segmented image to identify glaucoma with high accuracy.
no code implementations • 17 Oct 2021 • Amy PK Nelson, Robert J Gray, James K Ruffle, Henry C Watkins, Daniel Herron, Nick Sorros, Danil Mikhailov, M. Jorge Cardoso, Sebastien Ourselin, Nick McNally, Bryan Williams, Geraint E. Rees, Parashkev Nachev
We show that citations are only moderately predictive of translational impact as judged by inclusion in patents, guidelines, or policy documents.
no code implementations • 23 Sep 2021 • Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan Williams, Jun Liu
In contrast to batch learning where all training data is available at once, continual learning represents a family of methods that accumulate knowledge and learn continuously with data available in sequential order.
1 code implementation • 4 Aug 2021 • Nathanael L. Baisa, Bryan Williams, Hossein Rahmani, Plamen Angelov, Sue Black
In this paper, we propose a novel hand-based person recognition method for the purpose of criminal investigations since the hand image is often the only available information in cases of serious crime such as sexual abuse.
no code implementations • 13 Jan 2021 • Nathanael L. Baisa, Bryan Williams, Hossein Rahmani, Plamen Angelov, Sue Black
Our proposed method, Global and Part-Aware Network (GPA-Net), creates global and local branches on the conv-layer for learning robust discriminative global and part-level features.