| Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment LJ Marcos-Zambrano, K Karaduzovic-Hadziabdic, T Loncar Turukalo, ... Frontiers in microbiology 12, 634511, 2021 | 215 | 2021 |
| The impact of genome‐wide association studies on the pathophysiology and therapy of cardiovascular disease T Kessler, B Vilne, H Schunkert EMBO molecular medicine 8 (7), 688-701, 2016 | 181 | 2016 |
| Prediction of causal candidate genes in coronary artery disease loci I Brænne, M Civelek, B Vilne, A Di Narzo, AD Johnson, Y Zhao, B Reiz, ... Arteriosclerosis, thrombosis, and vascular biology 35 (10), 2207-2217, 2015 | 120 | 2015 |
| Functional Characterization of the GUCY1A3 Coronary Artery Disease Risk Locus T Kessler, J Wobst, B Wolf, J Eckhold, B Vilne, R Hollstein, S Von Ameln, ... Circulation 136 (5), 476-489, 2017 | 99 | 2017 |
| Acute mental stress drives vascular inflammation and promotes plaque destabilization in mouse atherosclerosis J Hinterdobler, S Schott, H Jin, A Meesmann, AL Steinsiek, ... European Heart Journal 42 (39), 4077-4088, 2021 | 66 | 2021 |
| Statistical and machine learning techniques in human microbiome studies: contemporary challenges and solutions I Moreno-Indias, L Lahti, M Nedyalkova, I Elbere, G Roshchupkin, ... Frontiers in microbiology 12, 635781, 2021 | 58 | 2021 |
| DIMA 3.0: domain interaction map Q Luo, P Pagel, B Vilne, D Frishman Nucleic acids research 39 (suppl_1), D724-D729, 2010 | 55 | 2010 |
| Serum microRNA-1233 is a specific biomarker for diagnosing acute pulmonary embolism T Kessler, J Erdmann, B Vilne, P Bruse, V Kurowski, P Diemert, ... Journal of translational medicine 14, 1-10, 2016 | 53 | 2016 |
| Genetics of coronary artery disease in the light of genome-wide association studies H Schunkert, M von Scheidt, T Kessler, B Stiller, L Zeng, B Vilne Clinical Research in Cardiology 107, 2-9, 2018 | 50 | 2018 |
| Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets H Lempiäinen, I Brænne, T Michoel, V Tragante, B Vilne, TR Webb, ... Scientific reports 8 (1), 3434, 2018 | 46 | 2018 |
| Stromal pleiotrophin regulates repopulation behavior of hematopoietic stem cells R Istvanffy, M Kröger, C Eckl, S Gitzelmann, B Vilne, F Bock, S Graf, ... Blood, The Journal of the American Society of Hematology 118 (10), 2712-2722, 2011 | 45 | 2011 |
| Stromal pleiotrophin regulates repopulation behavior of hematopoietic stem cells R Istvanffy, M Kröger, C Eckl, S Gitzelmann, B Vilne, F Bock, S Graf, ... Blood, The Journal of the American Society of Hematology 118 (10), 2712-2722, 2011 | 45 | 2011 |
| Machine learning approaches for epidemiological investigations of food-borne disease outbreaks B Vilne, I Meistere, L Grantiņa-Ieviņa, J Ķibilds Frontiers in microbiology 10, 458811, 2019 | 31 | 2019 |
| Network analysis reveals a causal role of mitochondrial gene activity in atherosclerotic lesion formation B Vilne, J Skogsberg, HF Asl, HA Talukdar, T Kessler, JLM Björkegren, ... Atherosclerosis 267, 39-48, 2017 | 28 | 2017 |
| Integrating genes affecting coronary artery disease in functional networks by multi-OMICs approach B Vilne, H Schunkert Frontiers in cardiovascular medicine 5, 89, 2018 | 26 | 2018 |
| Phenolic profiles of raw mono-and polyfloral honeys from Latvia J Rusko, P Vainovska, B Vilne, V Bartkevics Journal of Food Composition and Analysis 98, 103813, 2021 | 24 | 2021 |
| Stroma-derived connective tissue growth factor maintains cell cycle progression and repopulation activity of hematopoietic stem cells in vitro R Istvánffy, B Vilne, C Schreck, F Ruf, C Pagel, S Grziwok, L Henkel, ... Stem cell reports 5 (5), 702-715, 2015 | 22 | 2015 |
| Leducq Consortium CAD Genomics‡ I Brænne, M Civelek, B Vilne, A Di Narzo, AD Johnson, Y Zhao, B Reiz, ... Prediction of causal candidate genes in coronary artery disease loci …, 2015 | 15 | 2015 |
| Could artificial intelligence/machine learning and inclusion of diet-gut microbiome interactions improve disease risk prediction? Case study: coronary artery disease B Vilne, J Ķibilds, I Siksna, I Lazda, O Valciņa, A Krūmiņa Frontiers in Microbiology 13, 627892, 2022 | 13 | 2022 |
| Vascular tissue specific miRNA profiles reveal novel correlations with risk factors in coronary artery disease KD Neiburga, B Vilne, S Bauer, D Bongiovanni, T Ziegler, M Lachmann, ... Biomolecules 11 (11), 1683, 2021 | 13 | 2021 |
Heribert SchunkertProfessor für KardiologieVerified email at dhm.mhn.de
