Medical Applications of Artificial Intelligence

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Medical Applications of Artificial Intelligence eBook Free Download

Medical Applications of Artificial Intelligence eBook PDF Free Download

Edited by Arvin Agah

Published by CRC Press

About the Book

This Medical Applications of Artificial Intelligence is edited by Arvin Agah. This First Edition enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to succeed, medical and computational scientists must develop hybrid systems that can effectively and efficiently integrate the experience of medical care professionals with capabilities of AI systems. After providing a general overview of artificial intelligence concepts, tools, and techniques, Medical Applications of Artificial Intelligence reviews the research, focusing on state-of-the-art projects in the field. The book captures the breadth and depth of the medical applications of artificial intelligence, exploring new developments and persistent challenges.

Features

Organized into three parts: AI techniques, applications, and medical domains
Provides a list of pertinent resources in artificial intelligence, including journals, conferences and online tools
Covers the history of medical applications of AI, spanning over four decades
Contains an international perspective on medical applications of AI, with the book chapters contributed by 82 authors, with 50 unique affiliations, from 17 different countries

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What You will Learn

The Topics Covered in this Textbook are

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

For Whom is this Book For

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Details

Format of the eBook: PDF      Size: 68.4 MB

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