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 | 253 | 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 | 57 | 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 | 20 | 2022 |
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 | 15 | 2021 |
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 | 13 | 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, ... | 13 | 2021 |
Evaluating the clinical relevance of the enterotypes in the Estonian microbiome cohort O Aasmets, KL Krigul, E Org Frontiers in Genetics 13, 917926, 2022 | 7 | 2022 |
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 | 5 | 2023 |
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 | 3 | 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 | 2 | 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 | 1 | 2024 |
Comorbidities confound metabolomics studies of human disease M Jaagura, J Kronberg, A Reigo, O Aasmets, T Nikopensius, U Võsa, ... | 1 | 2024 |
Effects of Data Transformation and Model Selection on Feature Importance in Microbiome Classification Data Z Karwowska, O Aasmets, Estonian Biobank research team, T Kosciolek, ... bioRxiv, 2023.09. 19.558406, 2023 | 1 | 2023 |
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 | | 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 | | 2024 |
Fecal microbiome predicts treatment response after the initiation of semaglutide or empagliflozin uptake A Klemets, I Reppo, KL Krigul, V Volke, O Aasmets, E Org medRxiv, 2024.07. 19.24310611, 2024 | | 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 | | 2024 |
Metagenome-assembled genomes of Estonian Microbiome cohort reveal novel species and their links with prevalent diseases K Pantiukh, O Aasmets, KL Krigul, E Org bioRxiv, 2024 | | 2024 |
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, ... bioRxiv, 2024.03. 18.584290, 2024 | | 2024 |
Effects of Data Transformation and Model Selection on Feature Importance in Microbiome Classification Data E Org, T Kosciolek, O Aasmets, Z Karwowska | | 2023 |