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Author:   Arvin Agah (University of Kansas, Lawrence, USA)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.908kg
ISBN:  

9781138072275

ISBN 10:   1138072273
Pages:   526
Publication Date:   18 December 2017
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Introduction to Medical Applications of Artificial Intelligence. Overview of Artificial Intelligence. An Overview of Prominent Machine Learning and Data Mining Methods with Example Applications to the Medical Domain. Introduction to Computational Intelligence Techniques and Areas of Their Applications in Medicine. Satisficing or the Right Information at the Right Time: Artificial Intelligence and Information Retrieval, a Comparative Study in Medicine and Law. Soft Tissue Characterization Using Genetic Algorithm. An Investigation on Support Vector Machines and Wavelet Transform in Electroencephalogram Signal Classification. Building Naïve Bayes Classifiers with High-Dimensional and Small-Sized Data Sets. Predicting Toxicity of Chemicals Computationally. Cancer Prediction Methodology Using an Enhanced Artificial Neural Network–Based Classifier and Dominant Gene Expression. A System for Melanoma Diagnosis Based on Data Mining. Implementation and Optimization of a Method for Retinal Layer Extraction and Reconstruction in Optical Coherence Tomography Images. Deep Learning for the Semiautomated Analysis of Pap Smears. A Penalized Fuzzy Clustering Algorithm with its Application in Magnetic Resonance Image Segmentation. Uncertainty, Safety, and Performance: A Generalizable Approach to Risk- Based (Therapeutic) Decision Making. Clinical Decision Support in Medicine: A Survey of Current State-of-the-Art Implementations, Best Practices, and Gaps. Fuzzy Naïve Bayesian Approach for Medical Decision Support. Approaches for Establishing Methodologies in Metabolomic Studies for Clinical Diagnostics. A Comparison of Seven Discretization Techniques Used for Rule Induction from Data on the Lazy Eye Vision Disorder. A Crash Introduction to Ambient Assisted Living. Intelligent Light Therapy for Older Adults: Ambient Assisted Living. Context Awareness for Medical Applications. Natural Language Processing in Medicine. Intelligent Personal Health Record. Application of Artificial Intelligence in Minimally Invasive Surgery and Artificial Palpation. Wearable Behavior Navigation Systems for First-Aid Assistance. Artificial Intelligence Approaches for Drug Safety Surveillance and Analysis. Artificial Intelligence Resources: Publications and Tools.

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