Foundations of Biomedical Knowledge Representation Methods and Applications / [electronic resource] : edited by Arjen Hommersom, Peter J.F. Lucas. - 1st ed. 2015. - Cham : Springer International Publishing, 2015. - 1 online resource (XII, 339 p. 92 ill. in color.) - Lecture Notes in Computer Science, 9521 0302-9743 ; .

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.

9783319280073


Computer science.
Health informatics.
Mathematical logic.
Data mining.
Information Storage and Retrieval.
Artificial intelligence.