Explainable AI model for ECG signal assessment

• Main Author: Low, Stefanie Jing Ting
• Other Authors: Vidya Sudarshan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166107
• Institution: Nanyang Technological University

The use of artificial intelligence (AI) systems can automate the onerous task of manually interpreting ECG parameters to detect cardiac diseases. However, to instill confidence in such systems, it is crucial to ensure performance, transparency and interpretability in these systems. This report pres...