Probabilistic Causal Models of Multimorbidity Concepts. - Martijn Lappenschaar; Arjen Hommersom; Peter J. F. Lucas (AMIA, 2012)

Understanding the Co-occurrence of Diseases Using Structure Learning. - Martijn Lappenschaar; Arjen Hommersom; Joep Lagro; Peter J. F. Lucas (AIME, 2013)

Multilevel Bayesian networks for the analysis of hierarchical health care data. - Martijn Lappenschaar; Arjen Hommersom; Peter J. F. Lucas; Joep Lagro; Stefan Visscher (Artif. Intell. Medicine, 2013)

Qualitative chain graphs and their application. - Martijn Lappenschaar; Arjen Hommersom; Peter J. F. Lucas (Int. J. Approx. Reason., 2014)

Measuring Adverse Drug Effects on Multimorbity using Tractable Bayesian Networks. - Jessa Bekker; Arjen Hommersom; Martijn Lappenschaar; Jesse Davis (CoRR, 2016)

Understanding disease processes by partitioned dynamic Bayesian networks. - Marcos L. P. Bueno; Arjen Hommersom; Peter J. F. Lucas; Martijn Lappenschaar; Joost G. E. Janzing (J. Biomed. Informatics, 2016)