Foundations of Biomedical Knowledge Representation

Foundations of Biomedical Knowledge Representation

Methods and Applications

Lucas, Peter J.F.; Hommersom, Arjen

Springer International Publishing AG

02/2016

339

Mole

Inglês

9783319280066

15 a 20 dias

5329

Descrição não disponível.
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.
automated reasoning;consistency-based reasoning;expert systems;knowledge engineering;knowledge-based systems;abduction;bayesian belief networks;clinical guidelines;conformance;deduction;event calculus;horn clauses;inference engine;influence diagrams;inheritance;knowledge management;knowledge system;problem solving;rules;sport and influenza