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Cover image for Foundations of Biomedical Knowledge Representation Methods and Applications
Title:
Foundations of Biomedical Knowledge Representation Methods and Applications
Author:
Hommersom, Arjen. editor.
ISBN:
9783319280073
Edition:
1st ed. 2015.
Physical Description:
XII, 339 p. 92 illus. in color. online resource.
Series:
Lecture Notes in Artificial Intelligence, 9521
Contents:
How to Read the Book "Foundations of Biomedical Knowledge Representation" -- An Introduction to Knowledge Representation and Reasoning in Healthcare -- Representing Knowledge for Clinical Diagnostic Reasoning -- Automated Diagnosis of Breast Cancer on Medical -- Monitoring in the Healthcare Setting -- Conformance Verification of Clinical Guidelines in Presence of Computerized and Human-Enhanced -- Modelling and Monitoring the Individual Patient in Real Time -- Personalised Medicine: Taking a New Look at the Patient -- Graphical Modelling in Genetics and Systems Biology -- Chain Graphs and Gene Networks -- Prediction and Prognosis of Health and Disease -- Trajectories Through the Disease Process: Cross Sectional and Longitudinal Studies -- Dynamic Bayesian Network for Cervical Cancer Screening -- Modeling Dynamic Processes with Memory by Higher Order Temporal Models -- Treatment of Disease: The Role of Knowledge Representation for Treatment Selection -- Predicting Adverse Drug Events from Electronic Medical Records -- User Modelling for Patient Tailored Virtual Rehabilitation -- Supporting Physicians and Patients through Recommendation: Guidelines and Beyond -- A Hybrid Approach to the Verification of Computer Interpretable Guidelines -- Aggregation of Clinical Evidence Using Argumentation.
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E-Book 519300-1001 XX(519300.1)
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