| 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 | 289 | 2021 |
| The gut microbiome in polycystic ovary syndrome and its association with metabolic traits K Lüll, RK Arffman, A Sola-Leyva, NM Molina, O Aasmets, KH Herzig, ... The Journal of Clinical Endocrinology & Metabolism 106 (3), 858-871, 2021 | 66 | 2021 |
| Gut metagenome associations with extensive digital health data in a volunteer-based Estonian microbiome cohort O Aasmets, KL Krigul, K Lüll, A Metspalu, E Org Nature Communications 13 (1), 869, 2022 | 34 | 2022 |
| Machine learning reveals time-varying microbial predictors with complex effects on glucose regulation O Aasmets, K Lüll, JM Lang, C Pan, J Kuusisto, K Fischer, M Laakso, ... Msystems 6 (1), 10.1128/msystems. 01191-20, 2021 | 19 | 2021 |
| Using fecal immunochemical tubes for the analysis of the gut microbiome has the potential to improve colorectal cancer screening KL Krigul, O Aasmets, K Lüll, T Org, E Org Scientific Reports 11 (1), 19603, 2021 | 18 | 2021 |
| Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment. Front Microbiol 12: 634511 LJ Marcos-Zambrano, K Karaduzovic-Hadziabdic, T Loncar Turukalo, ... | 14 | 2021 |
| A toolbox of machine learning software to support microbiome analysis LJ Marcos-Zambrano, VM López-Molina, B Bakir-Gungor, M Frohme, ... Frontiers in microbiology 14, 1250806, 2023 | 13 | 2023 |
| Evaluating the clinical relevance of the enterotypes in the Estonian microbiome cohort O Aasmets, KL Krigul, E Org Frontiers in Genetics 13, 917926, 2022 | 12 | 2022 |
| Fecal microbial load is a major determinant of gut microbiome variation and a confounder for disease associations S Nishijima, E Stankevic, O Aasmets, TSB Schmidt, N Nagata, MI Keller, ... Cell 188 (1), 222-236. e15, 2025 | 8 | 2025 |
| Novel Early Pregnancy Multimarker Screening Test for Preeclampsia Risk Prediction K Ratnik, K Rull, O Aasmets, T Kikas, E Hanson, K Kisand, K Fischer, ... Frontiers in Cardiovascular Medicine 9, 932480, 2022 | 6 | 2022 |
| A history of repeated antibiotic usage leads to microbiota-dependent mucus defects KL Krigul, RH Feeney, S Wongkuna, O Aasmets, SM Holmberg, ... Gut microbes 16 (1), 2377570, 2024 | 4 | 2024 |
| Gut microbiome in endometriosis: a cohort study on 1000 individuals I Pérez-Prieto, E Vargas, E Salas-Espejo, K Lüll, A Canha-Gouveia, ... BMC medicine 22 (1), 294, 2024 | 4 | 2024 |
| From Biobanking to Personalized Medicine: the journey of the Estonian Biobank L Milani, M Alver, S Laur, S Reisberg, T Haller, O Aasmets, E Abner, ... medRxiv, 2024.09. 22.24313964, 2024 | 3 | 2024 |
| Gut bacteriome and mood disorders in women with PCOS S Lee, MV Tejesvi, E Hurskainen, O Aasmets, J Plaza-Díaz, S Franks, ... Human Reproduction 39 (6), 1291-1302, 2024 | 2 | 2024 |
| A novel framework for assessing causal effect of microbiome on health: long-term antibiotic usage as an instrument N Taba, K Fischer, Estonian Biobank Research Team, E Org, O Aasmets Gut Microbes 17 (1), 2453616, 2025 | 1 | 2025 |
| Effects of data transformation and model selection on feature importance in microbiome classification data Z Karwowska, O Aasmets, ... Microbiome 13 (1), 2, 2025 | 1 | 2025 |
| Comorbidities confound metabolomics studies of human disease M Jaagura, J Kronberg, A Reigo, O Aasmets, T Nikopensius, U Võsa, ... Scientific Reports 14 (1), 24810, 2024 | 1 | 2024 |
| Long-term consequences of drug usage on the gut microbiome O Aasmets, N Taba, KL Krigul, R Andreson, ... medRxiv, 2024.07. 17.24310548, 2024 | 1 | 2024 |
| The reproductive tract microbiome in women with polycystic ovary syndrome and across different menstrual cycle phases S Lee, O Aasmets, RK Arffman, J Laru, HR Rossi, A Salumets, TT Piltonen, ... Human Reproduction, deae270, 2025 | | 2025 |
| Gut bacteriome in mothers with and without gestational diabetes and their offspring: immunological parallels K Alnek, A Tagoma, A Barenson, O Aasmets, H Janson, O Cinek, E Org, ... EUROPEAN JOURNAL OF IMMUNOLOGY 54, 1278-1278, 2024 | | 2024 |
Krista FischerProfessor (Mathematical Statistics), Institute of Mathematics and Statistics, University of TartuEmail verificata su ut.ee