دانلود کتاب برنامه های پزشکی هوش مصنوعی
Medical Applications of Artificial Intelligence, 1ed

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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.

Contents

Chapter 1: Introduction to Medical Applications of Artificial Intelligence
Chapter 2: Overview of Artificial Intelligence
Chapter 3: Overview of Prominent Machine Learning and Data Mining Methods with Example Applications to the Medical Domain
Chapter 4: Introduction to Computational Intelligence Techniques and Areas of Their Applications in Medicine
Chapter 5: Satisficing or the Right Information at the Right Time: Artificial Intelligence and Information Retrieval, a Comparative Study in Medicine and Law
Chapter 6: Soft Tissue Characterization Using Genetic Algorithm
Chapter 7: An Investigation on Support Vector Machines and Wavelet Transform in Electroencephalogram Signal Classification
Chapter 8: Building Naive Bayes Classifiers with High-Dimensional and Small-Sized Data Sets
Chapter 9: Predicting Toxicity of Chemicals Computationally
Chapter 10: Cancer Prediction Methodology Using an Enhanced Artificial Neural Network-Based Classifier and Dominant Gene Expression
Chapter 11: A System for Melanoma Diagnosis Based on Data Mining
Chapter 12: Implementation and Optimization of a Method for Retinal Layer Extraction and Reconstruction in Optical Coherence Tomography Images
Chapter 13: Deep Learning for the Semiautomated Analysis of Pap Smears
Chapter 14: A Penalized Fuzzy Clustering Algorithm with its Application in Magnetic Resonance Image Segmentation
Chapter 15: Uncertaintyr Safety, and Performance: A Generalizable Approach to Risk-Based (Therapeutic) Decision Making
Chapter 16: Clinical Decision Support in Medicine: A Survey of Current State-of-the-Art Implementations, Best Practicesr and Gaps
Chapter 17: Fuzzy Naive Bayesian Approach for Medical Decision Support
Chapter 18: Approaches for Establishing Methodologies in Metabolomic Studies for Clinical Diagnostics
Chapter 19: A Comparison of Seven Discretization Techniques Used for Rule Induction from Data on the Lazy Eye Vision Disorder
Chapter 20: A Crash Introduction to Ambient Assisted Living
Chapter 21: Intelligent Light Therapy for Older Adults: Ambient Assisted Living
Chapter 22: Context Awareness for Medical Applications
Chapter 23: Natural Language Processing in Medicine
Chapter 24: Intelligent Personal Health Record
Chapter 25: Application of Artificial Intelligence in Minimally Invasive Surgery and Artificial Palpation
Chapter 26: Wearable Behavior Navigation Systems for First-Aid Assistance
Chapter 27: Artificial Intelligence Approaches for Drug Safety Surveillance and Analysis
Chapter 28: Artificial Intelligence Resources: Publications and Tools

قیمت : 2000 تومان
لینک کوتاه : https://bookbaz.ir/?p=53138
نویسنده : Arvin Agah
ناشر : CRC Press; 1 edition
سال انتشار : 2014
زبان کتاب : انگلیسی
نوع فایل : PDF
تعداد صفحات : 480
(ISBN) شابک : 1439884331
قیمت کتاب درآمازون : $39.48
حجم فایل : 45 MB

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۲۰۰۰ تـومان – خرید