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ORCIDFoundations of Biomedical Knowledge Representation 2015
- Arjen Hommersom
, Peter J. F. Lucas:
Foundations of Biomedical Knowledge Representation - Methods and Applications. Lecture Notes in Computer Science 9521, Springer 2015, ISBN 978-3-319-28006-6
Introduction
- Peter J. F. Lucas, Arjen Hommersom:
How to Read the Book "Foundations of Biomedical Knowledge Representation". 3-7 - Arjen Hommersom, Peter J. F. Lucas:
An Introduction to Knowledge Representation and Reasoning in Healthcare. 9-32
Diagnosis of Disease
- Peter J. F. Lucas, Felipe Orihuela-Espina:
Representing Knowledge for Clinical Diagnostic Reasoning. 35-45 - Marina Velikova, Inês Dutra, Elizabeth S. Burnside:
Automated Diagnosis of Breast Cancer on Medical Images. 47-67
Monitoring of Health and Disease and Conformance
- Federico Chesani, Catherine G. Enright, Marco Montali, Michael G. Madden:
Monitoring in the Healthcare Setting. 71-80 - Stefano Bragaglia, Federico Chesani, Paola Mello, Marco Montali:
Conformance Verification of Clinical Guidelines in Presence of Computerized and Human-Enhanced Processes. 81-106 - Catherine G. Enright, Michael G. Madden:
Modelling and Monitoring the Individual Patient in Real Time. 107-136
Assessment of Health and Personalisation
- Marco Scutari:
Personalised Medicine: Taking a New Look at the Patient. 139-141 - Marco Scutari:
Graphical Modelling in Genetics and Systems Biology. 143-158 - Dag Sonntag, José M. Peña:
Chain Graphs and Gene Networks. 159-178
Prediction and Prognosis of Health and Disease
- Agnieszka Onisko, Allan Tucker, Marek J. Druzdzel:
Prediction and Prognosis of Health and Disease. 181-188 - Allan Tucker, Yuanxi Li, Stefano Ceccon, Stephen Swift:
Trajectories Through the Disease Process: Cross Sectional and Longitudinal Studies. 189-205 - Agnieszka Onisko, R. Marshall Austin:
Dynamic Bayesian Network for Cervical Cancer Screening. 207-218 - Anna Lupinska-Dubicka, Marek J. Druzdzel:
Modeling Dynamic Processes with Memory by Higher Order Temporal Models. 219-232
Treatment of Disease
- Jesse Davis, Luis Enrique Sucar, Felipe Orihuela-Espina:
Treatment of Disease: The Role of Knowledge Representation for Treatment Selection. 235-241 - Jesse Davis, Vítor Santos Costa, Peggy L. Peissig, Michael Caldwell, David Page:
Predicting Adverse Drug Events from Electronic Medical Records. 243-257 - Luis Enrique Sucar, Shender Maria Ávila-Sansores, Felipe Orihuela-Espina:
User Modelling for Patient Tailored Virtual Rehabilitation. 259-278
Recommendation
- Luca Anselma, Alessio Bottrighi, Arjen Hommersom, Paolo Terenziani, Anthony Hunter:
Supporting Physicians and Patients Through Recommendation: Guidelines and Beyond. 281-286 - Luca Anselma, Alessio Bottrighi, Laura Giordano, Arjen Hommersom, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio:
A Hybrid Approach to the Verification of Computer Interpretable Guidelines. 287-315 - Anthony Hunter, Matthew Williams:
Aggregation of Clinical Evidence Using Argumentation: A Tutorial Introduction. 317-337
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