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Anotace knihy

??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 insight 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

Parametry knihy

Zařazení knihy Knihy v angličtině Medicine Medicine: general issues Medical bioinformatics

• Plný název: Applications of Artificial Intelligence in Healthcare and Biomedicine
• Autor: Abdulhamit Subasi
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 316
• EAN: 9780443223082
• ISBN: 0443223084
• ID: 43644922
• Datum vydání: 01. August 2024

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