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

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