Is explainable AI ready for digital health?

• Main Author: Chia, Charlene Si Yin
• Other Authors: Fan Xiuyi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175208
• Institution: Nanyang Technological University

Explainable Artificial Intelligence (XAI) is a set of techniques that allows human users to understand the reasoning and logic behind machine learning algorithms. This project addresses the validity and accuracy of XAI methods in Digital Health. Given a real-life dataset of certain eye conditions a...