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CAUSAL MODELING OF FACTORS IN STUNTING USING THE PETER-CLARK AND GREEDY EQUIVALENCE SEARCH ALGORITHMS2025 JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) article Computer Science Bayesian Modeling and Causal Inference Open access
Yohani Setiya Rafika Nur, Aminatus Sa’adah, Dasril Aldo, Bidayatul Masulah
2citations -
Automated causal inference in application to randomized controlled clinical trials2022 Nature Machine Intelligence article Mathematics Advanced Causal Inference Techniques Open access
Ji Q. Wu, Nanda Horeweg, Marco de Bruyn, Remi A. Nout, Ina Maria Jurgenliemk-Schulz, Ludy C.H.W. Lutgens, +7 more
18citations -
Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more
1citations -
Mendelian Randomization Analysis of the IL-1 Cytokine Family Proteins Identifies IL1RL1 as a Potential Causal Contributor to Traumatic Brain Injury Prognosis2026 Neurocritical Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Youngjune Bhak, Adel E Helmy, Edward Needham, David Krishna Menon, Varun Warrier, Romit J. Samanta, +91 more
0citations -
Estimating the potential cardiovascular benefit of lifestyle risk factors using causal machine learning: Insights from UK Biobank2026 American Journal of Preventive Cardiology article Medicine Cardiovascular Health and Risk Factors Open access
Christophe A. T. Stevens, Julia Brandts, Amany K. Elshorbagy, Fotis Barkas, Dídac Llop, Kanika Dharmayat, +6 more
0citations -
Genome-wide identification of genes regulating DNA methylation using genetic anchors for causal inference2020 Genome biology article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access cited by 1 patent
Paul J. Hop, René Luijk, Lucia Daxinger, Maarten van Iterson, Koen F. Dekkers, Rick Jansen, +40 more
41citations -
Potential causal evidence for an ApoB-independent and HDL-related risk profile associated with coronary artery disease2025 Journal of Lipid Research article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access
Linjun Ao, Diana van Heemst, J. Wouter Jukema, Patrick C.N. Rensen, Ko Willems van Dijk, Raymond Noordam
1citations -
Higher thyrotropin leads to unfavorable lipid profile and somewhat higher cardiovascular disease risk: evidence from multi-cohort Mendelian randomization and metabolomic profiling
Nicolien A van Vliet, Maxime M. Bos, Carisha S. Thesing, Layal Chaker, Maik Pietzner, Evelyn Houtman, +38 more
26citations -
Clustered Mendelian randomization analyses identify distinct and opposing pathways in the association between genetically influenced insulin-like growth factor-1 and type 2 diabetes mellitus2022 International Journal of Epidemiology article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access
Wenyi Wang, Ephrem Baraki Tesfay, Jan Bert van Klinken, Ko Willems van Dijk, Andrzej Bartke, Diana van Heemst, +1 more
14citations -
Associations of NMR metabolic biomarkers and arterial calcification: An observational and Mendelian randomization study within the BBMRI metabolomics consortium2026 Atherosclerosis Plus article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access
Haojie Lu, Maxime M. Bos, Nicolien A van Vliet, Mohsen Ghanbari, Marian Beekman, Pooja R. Mandaviya, +9 more
0citations -
Branched‐chain amino acid levels are inversely associated with incident and prevalent chronic kidney disease in people with type 2 diabetes2024 Diabetes Obesity and Metabolism article Medicine Chronic Kidney Disease and Diabetes Open access
Juliette A. de Klerk, Roel Bijkerk, Joline W. J. Beulens, Anton Jan van Zonneveld, Mirthe Muilwijk, Peter P. Harms, +3 more
13citations -
Physical activity, sedentary time and breast cancer risk: a Mendelian randomisation study2022 British Journal of Sports Medicine article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access
Suzanne C. Dixon‐Suen, Sarah J. Lewis, Richard Michael Martin, Dallas R. English, Terry Boyle, Graham G. Giles, +94 more
100citations