Medical Applications of Artificial Intelligence (eBook, PDF)

Redaktion: Agah, Arvin

• Format: PDF

Produktbeschreibung

Artificial Intelligence (AI) techniques have been successfully applied to the medical domain, and AI systems are being integrated into healthcare. Consistent and easily mass produced, AI systems can make providing healthcare more accurate, less expensive, more available, and more efficient. Organized into three sections-AI techniques, applications, and medical domains-this book covers the history, present, and future of AI systems in the medical system.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 526
• Erscheinungstermin: 6. November 2013
• Englisch
• ISBN-13: 9781439884348
• Artikelnr.: 40345027

Autorenporträt

Arvin Agah

Inhaltsangabe

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.