| * | 2009 |
|---|
| 58 | EE | Marina Velikova,
Maurice Samulski,
Peter J. F. Lucas,
Nico Karssemeijer:
Causal Probabilistic Modelling for Two-View Mammographic Analysis.
AIME 2009: 395-404 |
| 57 | EE | Nivea de Carvalho Ferreira,
Peter J. F. Lucas:
Modelling Screening Mammography Images: A Probabilistic Relational Approach.
AIME 2009: 405-409 |
| 56 | EE | Arjen Hommersom,
Nivea de Carvalho Ferreira,
Peter J. F. Lucas:
Integrating Logical Reasoning and Probabilistic Chain Graphs.
ECML/PKDD (1) 2009: 548-563 |
| 55 | EE | Ildikó Flesch,
Peter J. F. Lucas:
The Probabilistic Interpretation of Model-Based Diagnosis.
ECSQARU 2009: 204-215 |
| 54 | EE | Theodore Charitos,
Linda C. van der Gaag,
Stefan Visscher,
Karin Schurink,
Peter J. F. Lucas:
A dynamic Bayesian network for diagnosing ventilator-associated pneumonia in ICU patients.
Expert Syst. Appl. 36(2): 1249-1258 (2009) |
| 2008 |
|---|
| 53 | EE | Marina Velikova,
Peter J. F. Lucas,
Nivea de Carvalho Ferreira,
Maurice Samulski,
Nico Karssemeijer:
A decision support system for breast cancer detection in screening programs.
ECAI 2008: 658-662 |
| 52 | EE | Ildikó Flesch,
Peter J. F. Lucas:
Combining Abduction with Conflict-based Diagnosis.
ECAI 2008: 807-808 |
| 51 | EE | Arjen Hommersom,
Peter J. F. Lucas,
Patrick van Bommel:
Checking the Quality of Clinical Guidelines using Automated Reasoning Tools
CoRR abs/0806.0250: (2008) |
| 50 | EE | Concha Bielza,
Juan A. Fernández del Pozo,
Peter J. F. Lucas:
Explaining clinical decisions by extracting regularity patterns.
Decision Support Systems 44(2): 397-408 (2008) |
| 49 | EE | Marcel van Gerven,
Peter J. F. Lucas,
Theo P. van der Weide:
A generic qualitative characterization of independence of causal influence.
Int. J. Approx. Reasoning 48(1): 214-236 (2008) |
| 48 | EE | Marcel van Gerven,
Babs G. Taal,
Peter J. F. Lucas:
Dynamic Bayesian networks as prognostic models for clinical patient management.
Journal of Biomedical Informatics 41(4): 515-529 (2008) |
| 47 | EE | Arjen Hommersom,
Peter J. F. Lucas,
Patrick van Bommel:
Checking the quality of clinical guidelines using automated reasoning tools.
TPLP 8(5-6): 611-641 (2008) |
| 2007 |
|---|
| 46 | EE | Marina Velikova,
Nivea de Carvalho Ferreira,
Peter J. F. Lucas:
Bayesian Network Decomposition for Modeling Breast Cancer Detection.
AIME 2007: 346-350 |
| 45 | EE | Perry Groot,
Arjen Hommersom,
Peter J. F. Lucas,
Radu Serban,
Annette ten Teije,
Frank van Harmelen:
The Role of Model Checking in Critiquing Based on Clinical Guidelines.
AIME 2007: 411-420 |
| 44 | EE | Stefan Visscher,
Peter J. F. Lucas,
Ildikó Flesch,
Karin Schurink:
Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes.
AIME 2007: 87-96 |
| 43 | EE | Arjen Hommersom,
Peter J. F. Lucas:
Actions with Failures in Interval Temporal Logic.
CLIMA VIII 2007: 22-41 |
| 42 | EE | Ildikó Flesch,
Peter J. F. Lucas:
Independence Decomposition in Dynamic Bayesian Networks.
ECSQARU 2007: 560-571 |
| 41 | EE | Ildikó Flesch,
Peter J. F. Lucas,
Theo P. van der Weide:
Conflict-Based Diagnosis: Adding Uncertainty to Model-based Diagnosis.
IJCAI 2007: 380- |
| 40 | EE | Marcel van Gerven,
Rasa Jurgelenaite,
Babs G. Taal,
Tom Heskes,
Peter J. F. Lucas:
Predicting carcinoid heart disease with the noisy-threshold classifier.
Artificial Intelligence in Medicine 40(1): 45-55 (2007) |
| 39 | EE | Marcel van Gerven,
Francisco Javier Díez,
Babs G. Taal,
Peter J. F. Lucas:
Selecting treatment strategies with dynamic limited-memory influence diagrams.
Artificial Intelligence in Medicine 40(3): 171-186 (2007) |
| 38 | EE | Arjen Hommersom,
Perry Groot,
Peter J. F. Lucas,
Michael Balser,
Jonathan Schmitt:
Verification of Medical Guidelines Using Background Knowledge in Task Networks.
IEEE Trans. Knowl. Data Eng. 19(6): 832-846 (2007) |
| 37 | EE | Arjen Hommersom,
Perry Groot,
Peter J. F. Lucas,
Michael Balser,
Jonathan Schmitt:
Combining task execution and background knowledge for the verification of medical guidelines.
Knowl.-Based Syst. 20(2): 113-119 (2007) |
| 2006 |
|---|
| 36 | | Arjen Hommersom,
Perry Groot,
Peter J. F. Lucas,
Michael Balser,
Jonathan Schmitt:
Verification of Medical Guidelines Using Task Execution with Background Knowledge.
ECAI 2006: 835-836 |
| 35 | EE | Annette ten Teije,
Mar Marcos,
Michael Balser,
Joyce van Croonenborg,
Christoph Duelli,
Frank van Harmelen,
Peter J. F. Lucas,
Silvia Miksch,
Wolfgang Reif,
Kitty Rosenbrand,
Andreas Seyfang:
Improving medical protocols by formal methods.
Artificial Intelligence in Medicine 36(3): 193-209 (2006) |
| 34 | EE | Peter J. F. Lucas,
José A. Gámez,
Antonio Salmerón:
Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004.
Int. J. Approx. Reasoning 42(1-2): 1-3 (2006) |
| 2005 |
|---|
| 33 | EE | Arjen Hommersom,
Peter J. F. Lucas,
Patrick van Bommel,
Theo P. van der Weide:
A History-Based Algebra for Quality-Checking Medical Guidelines.
AIME 2005: 161-165 |
| 32 | EE | Stefan Visscher,
Peter J. F. Lucas,
Karin Schurink,
Marc Bonten:
Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data.
AIME 2005: 48-52 |
| 31 | | Arjen Hommersom,
Peter J. F. Lucas,
Patrick van Bommel:
Argumentation Systems for History-Based Construction of Medical Guidelines.
BNAIC 2005: 135-142 |
| 30 | | Rasa Jurgelenaite,
Peter J. F. Lucas,
Tom Heskes:
Use of the Noisy Threshold Function in Building Bayesian Networks.
BNAIC 2005: 158-165 |
| 29 | EE | Marcel van Gerven,
Peter J. F. Lucas,
Theo P. van der Weide:
A Qualitative Characterisation of Causal Independence Models Using Boolean Polynomials.
ECSQARU 2005: 244-256 |
| 28 | EE | Stefan Visscher,
Peter J. F. Lucas,
Marc Bonten,
Karin Schurink:
Improving the Therapeutic Performance of a Medical Bayesian Network Using Noisy Threshold Models.
ISBMDA 2005: 161-172 |
| 27 | EE | Peter J. F. Lucas:
Bayesian network modelling through qualitative patterns.
Artif. Intell. 163(2): 233-263 (2005) |
| 26 | EE | Rasa Jurgelenaite,
Peter J. F. Lucas:
Exploiting causal independence in large Bayesian networks.
Knowl.-Based Syst. 18(4-5): 153-162 (2005) |
| 2004 |
|---|
| 25 | | Rasa Jurgelenaite,
Peter J. F. Lucas:
Parameter Estimation in Large Causal Models.
ECAI 2004: 1037-1038 |
| 24 | | Peter J. F. Lucas,
Ruud Kuipers,
Frederick Feith:
A System for Pacemaker Treatment Advice.
ECAI 2004: 735-739 |
| 23 | EE | Marcel van Gerven,
Peter J. F. Lucas:
Employing Maximum Mutual Information for Bayesian Classification.
ISBMDA 2004: 188-199 |
| 22 | EE | Arjen Hommersom,
Peter J. F. Lucas,
Michael Balser:
Meta-level Verification of the Quality of Medical Guidelines Using Interactive Theorem Proving.
JELIA 2004: 654-666 |
| 21 | EE | Peter J. F. Lucas,
Linda C. van der Gaag,
Ameen Abu-Hanna:
Bayesian networks in biomedicine and health-care.
Artificial Intelligence in Medicine 30(3): 201-214 (2004) |
| 2003 |
|---|
| 20 | EE | Concha Bielza,
Juan A. Fernández del Pozo,
Peter J. F. Lucas:
Finding and Explaining Optimal Treatments.
AIME 2003: 299-303 |
| 19 | EE | Kenneth N. Brown,
Peter J. F. Lucas,
David W. Fowler:
Decision Network Semantics of Branching Constraint Satisfaction Problems.
ECSQARU 2003: 230-242 |
| 2002 |
|---|
| 18 | | Peter J. F. Lucas:
Bayesian Network Modelling by Qualitative Patterns.
ECAI 2002: 690-694 |
| 17 | EE | Peter J. F. Lucas:
Restricted Bayesian Network Structure Learning.
Probabilistic Graphical Models 2002 |
| 2001 |
|---|
| 16 | EE | Peter J. F. Lucas:
Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal.
AIME 2001: 156-166 |
| 15 | EE | Nicolette de Bruijn,
Peter J. F. Lucas,
Karin Schurink,
Marc Bonten,
Andy Hoepelman:
Using Temporal Probabilistic Knowledge for Medical Decision Making.
AIME 2001: 231-234 |
| 14 | EE | Agnieszka Onisko,
Peter J. F. Lucas,
Marek J. Druzdzel:
Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems.
AIME 2001: 283-292 |
| 13 | EE | Xiaofeng Wu,
Peter J. F. Lucas,
Susan Kerr,
Roelf Dijkhuizen:
Learning Bayesian-Network Topologies in Realistic Medical Domains.
ISMDA 2001: 302-308 |
| 12 | EE | Peter J. F. Lucas:
Bayesian model-based diagnosis.
Int. J. Approx. Reasoning 27(2): 99-119 (2001) |
| 11 | EE | Peter J. F. Lucas:
Certainty-factor-like structures in Bayesian belief networks.
Knowl.-Based Syst. 14(7): 327-335 (2001) |
| 2000 |
|---|
| 10 | | Peter J. F. Lucas,
Nicolette de Bruijn,
Karin Schurink,
Andy Hoepelman:
A probabilistic and decision-theoretic approach to the management of infectious disease at the ICU.
Artificial Intelligence in Medicine 19(3): 251-279 (2000) |
| 1999 |
|---|
| 9 | EE | Peter J. F. Lucas:
Certainty-Factor-Like Structures in Bayesian Networks.
AI*IA 1999: 25-36 |
| 8 | EE | Peter J. F. Lucas,
Astrid Tholen,
Geeske van Oort:
A Model-Based System for Pacemaker Reprogramming.
AIMDM 1999: 175-184 |
| 7 | | Peter J. F. Lucas,
Astrid Tholen,
Geeske van Oort:
An intelligent system for pacemaker reprogramming.
Artificial Intelligence in Medicine 17(3): 249-269 (1999) |
| 1998 |
|---|
| 6 | EE | Peter J. F. Lucas:
Analysis of Notions of Diagnosis.
Artif. Intell. 105(1-2): 295-343 (1998) |
| 5 | EE | Peter J. F. Lucas,
Henk Boot,
Babs G. Taal:
A decision-theoretic network approach to treatment management and prognosis.
Knowl.-Based Syst. 11(5-6): 321-330 (1998) |
| 1997 |
|---|
| 4 | | Peter J. F. Lucas:
A Theory of Medical Diagnosis as Hypothesis Refinement.
AIME 1997: 169-180 |
| 3 | | Peter J. F. Lucas:
Model-based diagnosis in medicine.
Artificial Intelligence in Medicine 10(3): 201-208 (1997) |
| 1994 |
|---|
| 2 | | Peter J. F. Lucas:
Refinement of the HEPAR expert system: tools and techniques.
Artificial Intelligence in Medicine 6(2): 175-188 (1994) |
| 1993 |
|---|
| 1 | | Peter J. F. Lucas:
The representation of medical reasoning models in resolution-based theorem provers.
Artificial Intelligence in Medicine 5(5): 395-414 (1993) |
