University of Twente
Personen

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prof.dr. P.J.F. Lucas MD (Peter)

Emeritus Hoogleraar

Expertises

Engineering & Materials Science
# Bayesian Networks
# Hidden Markov Models
# Unsupervised Learning
Medicine & Life Sciences
# Chronic Obstructive Pulmonary Disease
# Randomized Controlled Trials
# Self-Management
# Telemedicine
# Validation Studies

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Publicaties

Recent
Dal, G. (2024). Probabilistic Inference Using Partitioned Bayesian Networks: Introducing a Compositional Framework. [PhD Thesis - Research UT, graduation UT, University of Twente]. University of Twente. https://doi.org/10.3990/1.9789036559744
Zanga, A., Bernasconi, A. , Lucas, P. J. F., Pijnenborg, H., Reijnen, C., Scutari, M., & Stella, F. (2023). Causal Discovery with Missing Data in a Multicentric Clinical Study. In J. M. Juarez, M. Marcos, G. Stiglic, & A. Tucker (Eds.), Artificial Intelligence in Medicine: 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Portorož, Slovenia, June 12–15, 2023, Proceedings (pp. 40-44). (Lecture Notes in Computer Science; Vol. 13897). Springer. https://doi.org/10.1007/978-3-031-34344-5_5
Bernasconi, A., Zanga, A. , Lucas, P. J. F., Scutari, M., & Stella, F. (2023). Towards a Transportable Causal Network Model Based on Observational Healthcare Data. In F. Calimeri , M. Dragoni , & F. Stella (Eds.), HC@AIxIA 2023: Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) (pp. 122-129). (CEUR workshop proceedings; Vol. 3578). CEUR. https://ceur-ws.org/Vol-3578/paper7.pdf
Dal, G. H. , Laarman, A. , & Lucas, P. J. F. (2023). ParaGnosis: A Tool for Parallel Knowledge Compilation. In G. Caltais, & C. Schilling (Eds.), Model Checking Software: 29th International Symposium, SPIN 2023, Paris, France, April 26–27, 2023, Proceedings (pp. 22-37). (Lecture Notes in Computer Science; Vol. 13872). Springer. https://doi.org/10.1007/978-3-031-32157-3_2
Grube, M., Reijnen, C. , Lucas, P. J. F., Kommoss, F., Kommoss, F. K. F., Brucker, S. Y., Walter, C. B., Oberlechner, E., Krämer, B., Andress, J., Neis, F., Staebler, A., Pijnenborg, J. M. A., & Kommoss, S. (2023). Improved preoperative risk stratification in endometrial carcinoma patients: external validation of the ENDORISK Bayesian network model in a large population-based case series. Journal of Cancer Research and Clinical Oncology, 149, 3361–3369. https://doi.org/10.1007/s00432-022-04218-4
Muller-Sielaff, J., Beladi, S. B., Meuschke, M., Vrede, S. , Lucas, P. J. F., Pijnenborg, J. M. A., & Oeltze-Jafra, S. (2023). Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support. IEEE transactions on visualization and computer graphics, 29(8), 3602-3616. https://doi.org/10.1109/TVCG.2022.3166071
Zanga, A., Bernasconi, A. , Lucas, P. J. F., Pijnenborg, H., Reijnen, C., Scutari, M., & Stella, F. (2022). Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach. In F. Calimeri, M. Dragoni, & F. Stella (Eds.), HC@AIxIA 2022: 1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2022) (pp. 1-15). (CEUR workshop proceedings; Vol. 3307). CEUR. https://ceur-ws.org/Vol-3307/paper1.pdf
Vinklerová, P., Ovesná, P., Hausnerová, J., Pijnenborg, J. M. A. , Lucas, P. J. F., Reijnen, C., Vrede, S., & Weinberger, V. (2022). External validation study of endometrial cancer preoperative risk stratification model (ENDORISK). Frontiers in oncology, 12, Article 939226. https://doi.org/10.3389/fonc.2022.939226
Kleinau, A., Mo, A., Stella, F. A., Müller-Sielaff, J., Pijnenborg, J. M. A. , Lucas, P. J. F., & Oeltze-Jafra, S. (2021). User-centered Development of a Clinical Decision Support System. In SMARTERCARE 2021: Towards Smarter Health Care: Can Artificial Intelligence Help? (pp. 67-78). (CEUR workshop proceedings; Vol. 3060). CEUR. https://ceur-ws.org/Vol-3060/paper-8.pdf

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Bezoekadres

Universiteit Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (gebouwnr. 11), kamer 4074
Hallenweg 19
7522NH  Enschede

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Postadres

Universiteit Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  4074
Postbus 217
7500 AE Enschede

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