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Signal Processing-Driven AI for Healthcare

Signal Processing-Driven AI for Healthcare

Paperback

Biology

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ISBN10: 044349276X
ISBN13: 9780443492761
Publisher: Academic Press
Published: Sep 7 2026
Pages: 362
Language: English
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.

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