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.