??Applications of Artificial Intelligence in Healthcare and
Biomedicine provides ?updated knowledge on the applications of
artificial intelligence in medical image analysis. The book starts
with an introduction to Artificial Intelligence techniques for
Healthcare and Biomedicine.
In 16 chapters it presents artificial applications in
Electrocardiogram (ECG), Electroencephalogram (EEG) and
Electromyography (EMG), signal analysis, Computed Tomography (CT),
Magnetic Resonance Imaging (MR) and Ultrasound image analysis. It
equips researchers with tools for early breast cancer detection from
mammograms using artificial intelligence (AI), AI models to detect
lung cancer using histopathological images and a deep learning-based
approach to get a proper and faster diagnosis of the Optical Coherence
Tomography (OCT) images. It also presents present 3D medical image
analysis using 3D Convolutional Neural Networks (CNNs). Applications
of Artificial Intelligence in Healthcare and Biomedicine closes with a
chapter on AI-based approach to forecast diabetes patients' hospital
re-admissions.
This is a valuable resource for clinicians, researchers and healthcare
professionals who are interested in learning more about the
applications of Artificial Intelligence and its impact in
medical/biomedical image analysis.
* Provides knowledge on Artificial Intelligence algorithms for
clinical data analysis
* Gives insights into both AI applications in biomedical signal
analysis, biomedical image analysis, and applications in healthcare,
including drug discovery
* Equips researchers with tools for early breast cancer detection
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Produktdetaljer
ISBN
9780443223099
Publisert
2024
Utgave
1. utgave
Utgiver
Vendor
Academic Press
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter