2008 | ||
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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) |