Artificial Intelligence in Medicine

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 From Decision to Shared-Decision: Introducing Patients’ Preferences in Clinical Decision Analysis - A Case Study in Thromboembolic Risk Prevention
3. Altmetric Badge
   Chapter 2 Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients
4. Altmetric Badge
   Chapter 3 Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines
5. Altmetric Badge
   Chapter 4 A Multi-agent Planning Approach for the Generation of Personalized Treatment Plans of Comorbid Patients
6. Altmetric Badge
   Chapter 5 Merging Disease-Specific Clinical Guidelines to Handle Comorbidities in a Clinical Decision Support Setting
7. Altmetric Badge
   Chapter 6 Multiparty Argumentation Game for Consensual Expansion Applied to Evidence Based Medicine
8. Altmetric Badge
   Chapter 7 Rule-Based Formalization of Eligibility Criteria for Clinical Trials
9. Altmetric Badge
   Chapter 8 Characterizing Health-Related Information Needs of Domain Experts
10. Altmetric Badge
    Chapter 9 Comparison of Clustering Approaches through Their Application to Pharmacovigilance Terms
11. Altmetric Badge
    Chapter 10 Trusting Intensive Care Unit (ICU) Medical Data: A Semantic Web Approach
12. Altmetric Badge
    Chapter 11 Learning Formal Definitions for Snomed CT from Text
13. Altmetric Badge
    Chapter 12 Towards Automatic Patient Eligibility Assessment: From Free-Text Criteria to Queries
14. Altmetric Badge
    Chapter 13 Biomedical Knowledge Extraction Using Fuzzy Differential Profiles and Semantic Ranking
15. Altmetric Badge
    Chapter 14 Knowledge-Based Identification of Multicomponent Therapies
16. Altmetric Badge
    Chapter 15 Enhancing Random Forests Performance in Microarray Data Classification
17. Altmetric Badge
    Chapter 16 Copy–Number Alterations for Tumor Progression Inference
18. Altmetric Badge
    Chapter 17 Constraining Protein Docking with Coevolution Data for Medical Research
19. Altmetric Badge
    Chapter 18 Single- and Multi-label Prediction of Burden on Families of Schizophrenia Patients
20. Altmetric Badge
    Chapter 19 Artificial Intelligence in Medicine
21. Altmetric Badge
    Chapter 20 Artificial Intelligence in Medicine
22. Altmetric Badge
    Chapter 21 Understanding the Co-occurrence of Diseases Using Structure Learning
23. Altmetric Badge
    Chapter 22 Online Diagnostic System Based on Bayesian Networks
24. Altmetric Badge
    Chapter 23 A Probabilistic Graphical Model for Tuning Cochlear Implants
25. Altmetric Badge
    Chapter 24 Semi-supervised Projected Clustering for Classifying GABAergic Interneurons
26. Altmetric Badge
    Chapter 25 Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications
27. Altmetric Badge
    Chapter 26 Segmenting Neuroblastoma Tumor Images and Splitting Overlapping Cells Using Shortest Paths between Cell Contour Convex Regions
28. Altmetric Badge
    Chapter 27 Classification of Early-Mild Subjects with Parkinson’s Disease by Using Sensor-Based Measures of Posture, Gait, and Transitions
29. Altmetric Badge
    Chapter 28 False Positive Reduction in Detector Implantation
30. Altmetric Badge
    Chapter 29 Redundant Elements in SNOMED CT Concept Definitions
31. Altmetric Badge
    Chapter 30 Medical Ontology Validation through Question Answering
32. Altmetric Badge
    Chapter 31 Artificial Intelligence in Medicine
33. Altmetric Badge
    Chapter 32 Ontology-Based Reengineering of the SNOMED CT Context Model
34. Altmetric Badge
    Chapter 33 Using a Cross-Language Approach to Acquire New Mappings between Two Biomedical Terminologies
35. Altmetric Badge
    Chapter 34 Clinical Time Series Prediction with a Hierarchical Dynamical System
36. Altmetric Badge
    Chapter 35 Extraction, Analysis, and Visualization of Temporal Association Rules from Interval-Based Clinical Data
37. Altmetric Badge
    Chapter 36 Learning to Identify Inappropriate Antimicrobial Prescriptions
38. Altmetric Badge
    Chapter 37 An Approach for Mining Care Trajectories for Chronic Diseases
39. Altmetric Badge
    Chapter 38 Similarity Measuring between Patient Traces for Clinical Pathway Analysis
40. Altmetric Badge
    Chapter 39 Instantiating Interactive Narratives from Patient Education Documents
41. Altmetric Badge
    Chapter 40 Added-Value of Automatic Multilingual Text Analysis for Epidemic Surveillance
42. Altmetric Badge
    Chapter 41 An Approach for Query-Focused Text Summarisation for Evidence Based Medicine
43. Altmetric Badge
    Chapter 42 Clustering of Medical Publications for Evidence Based Medicine Summarisation
44. Altmetric Badge
    Chapter 43 Classifying Measurements in Dictated, Free-Text Radiology Reports