Learning Bayesian Networks with the bnlearn R Package

• Context-dependent molecular responses to heterogeneous metabolic disease traits

  2026 medRxiv preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

  0

  citations
• Identification of a PRDM1-regulated T cell network to regulate atherosclerotic plaque inflammation

  2025 Genome Medicine article Immunology and Microbiology Atherosclerosis and Cardiovascular Diseases Open access

  5

  citations
• Identification of a gene network driving the attenuated response to lipopolysaccharide of monocytes from hypertensive coronary artery disease patients

  2024 Frontiers in Immunology article Immunology and Microbiology Atherosclerosis and Cardiovascular Diseases Open access

  2

  citations
• Optimizing Causal Interventions in Hybrid Bayesian Networks

  2024 Lecture notes in networks and systems conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

  1

  citations
• Applying federated learning to combat food fraud in food supply chains

  2023 npj Science of Food article Computer Science Privacy-Preserving Technologies in Data Open access

  36

  citations
• Genetic analysis of blood molecular phenotypes reveals common properties in the regulatory networks affecting complex traits

  2023 Nature Communications article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

  44

  citations
• Outcome prediction of electroconvulsive therapy for depression

  2023 Psychiatry Research article Medicine Electroconvulsive Therapy Studies Open access

  15

  citations
• Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support

  2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access

  7

  citations
• Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery

  2022 Physics and Imaging in Radiation Oncology article Medicine Colorectal Cancer Surgical Treatments Open access

  14

  citations
• Further Developments

  2022 Springer eBooks book-chapter

  0

  citations
• Network analysis of multivariate data in psychological science

  2021 Nature Reviews Methods Primers review Psychology Mental Health Research Topics Open access

  1,352

  citations
• Genetic analysis of blood molecular phenotypes reveals regulatory networks affecting complex traits: a DIRECT study

  2021 medRxiv preprint Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

  6

  citations
• Small vessel disease lesion type and brain atrophy: The role of co‐occurring amyloid

  2020 Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring article Medicine Cerebrovascular and genetic disorders Open access

  16

  citations

13 results