Artificial Intelligence in Medicine

Table of Contents

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   Book Overview
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   Chapter 1 Physics of the Medical Record: Handling Time in Health Record Studies
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   Chapter 2 Artificial Intelligence in Medicine
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   Chapter 3 An Active Learning Framework for Efficient Condition Severity Classification
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   Chapter 4 Predictive Monitoring of Local Anomalies in Clinical Treatment Processes
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   Chapter 5 Mining Surgery Phase-Related Sequential Rules from Vertebroplasty Simulations Traces
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   Chapter 6 Data Driven Order Set Development Using Metaheuristic Optimization
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   Chapter 7 Conceptual Modeling of Clinical Pathways: Making Data and Processes Connected
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   Chapter 8 Distributed Learning to Protect Privacy in Multi-centric Clinical Studies
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    Chapter 9 Mining Hierarchical Pathology Data Using Inductive Logic Programming
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    Chapter 10 What if Your Floor Could Tell Someone You Fell? A Device Free Fall Detection Method
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    Chapter 11 Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction
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    Chapter 12 A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery
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    Chapter 13 Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems
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    Chapter 14 Updating Stochastic Networks to Integrate Cross-Sectional and Longitudinal Studies
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    Chapter 15 Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks
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    Chapter 16 On the Advantage of Using Dedicated Data Mining Techniques to Predict Colorectal Cancer
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    Chapter 17 Identifying Chemotherapy Regimens in Electronic Health Record Data Using Interval-Encoded Sequence Alignment
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    Chapter 18 An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care
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    Chapter 19 A Model for Cross-Platform Searches in Temporal Microarray Data
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    Chapter 20 Risk Assessment for Primary Coronary Heart Disease Event Using Dynamic Bayesian Networks
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    Chapter 21 Uncertainty Propagation in Biomedical Models
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    Chapter 22 A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes
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    Chapter 23 Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous Data
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    Chapter 24 Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study
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    Chapter 25 Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform
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    Chapter 26 Extracting Adverse Drug Events from Text Using Human Advice
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    Chapter 27 An Analysis of Twitter Data on E-cigarette Sentiments and Promotion
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    Chapter 28 Determining User Similarity in Healthcare Social Media Using Content Similarity and Structural Similarity
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    Chapter 29 Biomedical Concepts Extraction Based on Possibilistic Network and Vector Space Model
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    Chapter 30 Answering PICO Clinical Questions: A Semantic Graph-Based Approach
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    Chapter 31 Semantic Analysis and Automatic Corpus Construction for Entailment Recognition in Medical Texts
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    Chapter 32 Automatic Computing of Global Emotional Polarity in French Health Forum Messages
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    Chapter 33 Automatic Symptom Extraction from Texts to Enhance Knowledge Discovery on Rare Diseases
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    Chapter 34 A Composite Model for Classifying Parotid Shrinkage in Radiotherapy Patients Using Heterogeneous Data
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    Chapter 35 Feasibility of Spirography Features for Objective Assessment of Motor Symptoms in Parkinson’s Disease
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    Chapter 36 Using Multivariate Sequential Patterns to Improve Survival Prediction in Intensive Care Burn Unit
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    Chapter 37 A Heterogeneous Multi-Task Learning for Predicting RBC Transfusion and Perioperative Outcomes
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    Chapter 38 Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model
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    Chapter 39 Detecting New Evidence for Evidence-Based Guidelines Using a Semantic Distance Method
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    Chapter 40 Analyzing Recommendations Interactions in Clinical Guidelines
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    Chapter 41 A General Approach to Represent and Query Now-Relative Medical Data in Relational Databases
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    Chapter 42 Temporal Conformance Analysis of Clinical Guidelines Execution
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    Chapter 43 Combining Decision Support System-Generated Recommendations with Interactive Guideline Visualization for Better Informed Decisions