[HTML][HTML] The role of saliency maps in enhancing ophthalmologists' trust in artificial intelligence models

CYT Wong, F Antaki, P Woodward-Court… - Asia-Pacific Journal of …, 2024 - Elsevier
Purpose Saliency maps (SM) allow clinicians to better understand the opaque decision-
making process in artificial intelligence (AI) models by visualising the important features …

Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery

S Liu, L Liu, C Engstrom, XV To, Z Ge, S Crozier… - … Conference on Medical …, 2023 - Springer
Abstract In Alzheimer's Disease (AD), interpreting tissue changes is key to discovering
disease characteristics. However, AD-induced brain atrophy can be difficult to observe …

[PDF][PDF] Asia-Pacific Journal of Ophthalmology

A Heinke, N Radgoudarzi, BB Huang, SL Baxter - researchgate.net
Purpose: To explore the integration of generative AI, specifically large language models
(LLMs), in ophthalmology education and practice, addressing their applications, benefits …