Signal Processing-Driven AI for Healthcare

By Ganesh R. Naik PhD

Signal Processing-Driven AI for Healthcare examines how AI techniques can be applied across four major biosignals--EEG, EMG, EOG, and ECG--to derive clinically meaningful insights. As biomedical data becomes increasingly multimodal, there is a rising need for integrated methodologies that unite these signals within robust, explainable AI pipelines suitable for healthcare environments. This book provides a unified framework that spans data acquisition, preprocessing, feature extraction, modeling, evaluation, and deployment, with an emphasis on reproducibility, practical Python-based implementations, and real-world translation to clinical workflows.

• Format: Paperback
• Language: English
• ISBN: 044349276X
• ISBN13: 9780443492761
• Release Date: October 2026
• Publisher: Academic Press
• Length: 430 Pages