Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods (Intelligent Data-Centric Systems) - Image 1

£96.25

Academic Press Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods (Intelligent Data-Centric Systems)

Name: Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods (Intelligent Data-Centric Systems)
Brand: Academic Press
Price: 96.25 GBP
Availability: InStock

Operational Research

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Description

Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods presents comprehensive research on both medical imaging and medical signals analysis. The book discusses classification, segmentation, detection, tracking and retrieval applications of non-invasive methods such as EEG, ECG, EMG, MRI, fMRI, CT and X-RAY, amongst others. These image and signal modalities include real challenges that are the main themes that medical imaging and medical signal processing researchers focus on today. The book also emphasizes removing noise and specifying dataset key properties, with each chapter containing details of one of the medical imaging or medical signal modalities. Focusing on solving real medical problems using new deep learning and CNN approaches, this book will appeal to research scholars, graduate students, faculty members, R&D engineers, and biomedical engineers who want to learn how medical signals and images play an important role in the early diagnosis and treatment of diseases. Investigates novel concepts of deep learning for acquisition of non-invasive biomedical image and signal modalities for different disorders Explores the implementation of novel deep learning and CNN methodologies and their impact studies that have been tested on different medical case studies Presents end-to-end CNN architectures for automatic detection of situations where early diagnosis is important Includes novel methodologies, datasets, design and simulation examples

Product Specifications

Brand: Academic Press
Format: paperback
ASIN: 0323961290
Category: Books > Subjects > Business, Finance & Law > Management > Operational Research
Domain: Amazon UK
Release Date: 05 May 2023
Listed Since: 22 June 2022

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Academic Press Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods (Intelligent Data-Centric Systems)

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