Peter J. F. Lucas

	2009
58		Marina Velikova, Maurice Samulski, Peter J. F. Lucas, Nico Karssemeijer: Causal Probabilistic Modelling for Two-View Mammographic Analysis. AIME 2009: 395-404
57		Nivea de Carvalho Ferreira, Peter J. F. Lucas: Modelling Screening Mammography Images: A Probabilistic Relational Approach. AIME 2009: 405-409
56		Arjen Hommersom, Nivea de Carvalho Ferreira, Peter J. F. Lucas: Integrating Logical Reasoning and Probabilistic Chain Graphs. ECML/PKDD (1) 2009: 548-563
55		Ildikó Flesch, Peter J. F. Lucas: The Probabilistic Interpretation of Model-Based Diagnosis. ECSQARU 2009: 204-215
54		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		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		Ildikó Flesch, Peter J. F. Lucas: Combining Abduction with Conflict-based Diagnosis. ECAI 2008: 807-808
51		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		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		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		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		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		Marina Velikova, Nivea de Carvalho Ferreira, Peter J. F. Lucas: Bayesian Network Decomposition for Modeling Breast Cancer Detection. AIME 2007: 346-350
45		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		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		Arjen Hommersom, Peter J. F. Lucas: Actions with Failures in Interval Temporal Logic. CLIMA VIII 2007: 22-41
42		Ildikó Flesch, Peter J. F. Lucas: Independence Decomposition in Dynamic Bayesian Networks. ECSQARU 2007: 560-571
41		Ildikó Flesch, Peter J. F. Lucas, Theo P. van der Weide: Conflict-Based Diagnosis: Adding Uncertainty to Model-based Diagnosis. IJCAI 2007: 380-
40		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		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		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		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		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		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		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		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		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		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		Peter J. F. Lucas: Bayesian network modelling through qualitative patterns. Artif. Intell. 163(2): 233-263 (2005)
26		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		Marcel van Gerven, Peter J. F. Lucas: Employing Maximum Mutual Information for Bayesian Classification. ISBMDA 2004: 188-199
22		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		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		Concha Bielza, Juan A. Fernández del Pozo, Peter J. F. Lucas: Finding and Explaining Optimal Treatments. AIME 2003: 299-303
19		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		Peter J. F. Lucas: Restricted Bayesian Network Structure Learning. Probabilistic Graphical Models 2002
	2001
16		Peter J. F. Lucas: Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal. AIME 2001: 156-166
15		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		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		Xiaofeng Wu, Peter J. F. Lucas, Susan Kerr, Roelf Dijkhuizen: Learning Bayesian-Network Topologies in Realistic Medical Domains. ISMDA 2001: 302-308
12		Peter J. F. Lucas: Bayesian model-based diagnosis. Int. J. Approx. Reasoning 27(2): 99-119 (2001)
11		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		Peter J. F. Lucas: Certainty-Factor-Like Structures in Bayesian Networks. AI*IA 1999: 25-36
8		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		Peter J. F. Lucas: Analysis of Notions of Diagnosis. Artif. Intell. 105(1-2): 295-343 (1998)
5		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)

Coauthor Index

1	Ameen Abu-Hanna	[21]
2	Michael Balser	[22] [35] [36] [37] [38]
3	Concha Bielza	[20] [50]
4	Patrick van Bommel	[31] [33] [47] [51]
5	Marc Bonten	[15] [28] [32]
6	Henk Boot	[5]
7	Kenneth N. Brown	[19]
8	Nicolette de Bruijn	[10] [15]
9	Theodore Charitos	[54]
10	Joyce van Croonenborg	[35]
11	Francisco Javier Díez	[39]
12	Roelf Dijkhuizen	[13]
13	Marek J. Druzdzel	[14]
14	Christoph Duelli	[35]
15	Frederick Feith	[24]
16	Nivea de Carvalho Ferreira	[46] [53] [56] [57]
17	Ildikó Flesch	[41] [42] [44] [52] [55]
18	David W. Fowler	[19]
19	Linda C. van der Gaag	[21] [54]
20	José A. Gámez	[34]
21	Marcel van Gerven	[23] [29] [39] [40] [48] [49]
22	Perry Groot	[36] [37] [38] [45]
23	Frank van Harmelen	[35] [45]
24	Tom Heskes	[30] [40]
25	Andy Hoepelman	[10] [15]
26	Arjen Hommersom	[22] [31] [33] [36] [37] [38] [43] [45] [47] [51] [56]
27	Rasa Jurgelenaite	[25] [26] [30] [40]
28	Nico Karssemeijer	[53] [58]
29	Susan Kerr	[13]
30	Ruud Kuipers	[24]
31	Mar Marcos	[35]
32	Silvia Miksch	[35]
33	Agnieszka Onisko	[14]
34	Geeske van Oort	[7] [8]
35	Juan A. Fernández del Pozo	[20] [50]
36	Wolfgang Reif	[35]
37	Kitty Rosenbrand	[35]
38	Antonio Salmerón	[34]
39	Maurice Samulski	[53] [58]
40	Jonathan Schmitt	[36] [37] [38]
41	Karin Schurink	[10] [15] [28] [32] [44] [54]
42	Radu Serban	[45]
43	Andreas Seyfang	[35]
44	Babs G. Taal	[5] [39] [40] [48]
45	Annette ten Teije	[35] [45]
46	Astrid Tholen	[7] [8]
47	Marina Velikova	[46] [53] [58]
48	Stefan Visscher	[28] [32] [44] [54]
49	Theo P. van der Weide	[29] [33] [41] [49]
50	Xiaofeng Wu	[13]

Colors in the list of coauthors