Signal Processing-Driven AI for Healthcare
Book Details
Format
Paperback / Softback
ISBN-10
044349276X
ISBN-13
9780443492761
Publisher
Elsevier Science Publishing Co Inc
Imprint
Academic Press Inc
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 1st, 2026
Print length
430 Pages
Ksh 28,450.00
Not Yet Published
0 in stock
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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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