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Oliver Aasmets
Oliver Aasmets
University of Tartu, Institute of Genomics
在 ut.ee 的电子邮件经过验证
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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
2532021
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
572021
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
202022
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
152021
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
132021
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, ...
132021
Evaluating the clinical relevance of the enterotypes in the Estonian microbiome cohort
O Aasmets, KL Krigul, E Org
Frontiers in Genetics 13, 917926, 2022
72022
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
52023
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
32022
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
22024
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
12024
Comorbidities confound metabolomics studies of human disease
M Jaagura, J Kronberg, A Reigo, O Aasmets, T Nikopensius, U Võsa, ...
12024
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
12023
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
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