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Tommi Vatanen
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Population-based metagenomics analysis reveals markers for gut microbiome composition and diversity
A Zhernakova, A Kurilshikov, MJ Bonder, EF Tigchelaar, M Schirmer, ...
Science 352 (6285), 565-569, 2016
16962016
Temporal development of the gut microbiome in early childhood from the TEDDY study
CJ Stewart, NJ Ajami, JL O˘Brien, DS Hutchinson, DP Smith, MC Wong, ...
Nature 562 (7728), 583-588, 2018
14792018
Pushing stochastic gradient towards second-order methods–backpropagation learning with transformations in nonlinearities
T Vatanen, T Raiko, H Valpola, Y LeCun
International Conference on Neural Information Processing, 442-449, 2013
12562013
Variation in microbiome LPS immunogenicity contributes to autoimmunity in humans
T Vatanen, AD Kostic, E d˘Hennezel, H Siljander, EA Franzosa, ...
Cell 165 (4), 842-853, 2016
12502016
Gut microbiome structure and metabolic activity in inflammatory bowel disease
EA Franzosa, A Sirota-Madi, J Avila-Pacheco, N Fornelos, HJ Haiser, ...
Nature microbiology 4 (2), 293-305, 2019
12422019
The dynamics of the human infant gut microbiome in development and in progression toward type 1 diabetes
AD Kostic, D Gevers, H Siljander, T Vatanen, T Hyötyläinen, ...
Cell host & microbe 17 (2), 260-273, 2015
11832015
Natural history of the infant gut microbiome and impact of antibiotic treatment on bacterial strain diversity and stability
M Yassour, T Vatanen, H Siljander, AM Hämäläinen, T Härkönen, ...
Science translational medicine 8 (343), 343ra81-343ra81, 2016
8912016
The effect of host genetics on the gut microbiome
MJ Bonder, A Kurilshikov, EF Tigchelaar, Z Mujagic, F Imhann, AV Vila, ...
Nature genetics 48 (11), 1407-1412, 2016
7442016
The human gut microbiome in early-onset type 1 diabetes from the TEDDY study
T Vatanen, EA Franzosa, R Schwager, S Tripathi, TD Arthur, K Vehik, ...
Nature 562 (7728), 589-594, 2018
6942018
A novel Ruminococcus gnavus clade enriched in inflammatory bowel disease patients
AB Hall, M Yassour, J Sauk, A Garner, X Jiang, T Arthur, GK Lagoudas, ...
Genome medicine 9, 1-12, 2017
5562017
Structure-based protein function prediction using graph convolutional networks
V Gligorijević, PD Renfrew, T Kosciolek, JK Leman, D Berenberg, ...
Nature communications 12 (1), 3168, 2021
4822021
The super-donor phenomenon in fecal microbiota transplantation
BC Wilson, T Vatanen, WS Cutfield, JM O'Sullivan
Frontiers in cellular and infection microbiology 9, 2, 2019
3212019
Intestinal virome changes precede autoimmunity in type I diabetes-susceptible children
G Zhao, T Vatanen, L Droit, A Park, AD Kostic, TW Poon, H Vlamakis, ...
Proceedings of the National Academy of Sciences 114 (30), E6166-E6175, 2017
2752017
Dysbiosis, inflammation, and response to treatment: a longitudinal study of pediatric subjects with newly diagnosed inflammatory bowel disease
KA Shaw, M Bertha, T Hofmekler, P Chopra, T Vatanen, A Srivatsa, ...
Genome medicine 8, 1-13, 2016
2702016
The influence of a short-term gluten-free diet on the human gut microbiome
MJ Bonder, EF Tigchelaar, X Cai, G Trynka, MC Cenit, B Hrdlickova, ...
Genome medicine 8, 1-11, 2016
2692016
Increased intestinal microbial diversity following fecal microbiota transplant for active Crohn's disease
BP Vaughn, T Vatanen, JR Allegretti, A Bai, RJ Xavier, J Korzenik, ...
Inflammatory bowel diseases 22 (9), 2182-2190, 2016
2232016
Genomic variation and strain-specific functional adaptation in the human gut microbiome during early life
T Vatanen, DR Plichta, J Somani, PC Münch, TD Arthur, AB Hall, S Rudolf, ...
Nature microbiology 4 (3), 470-479, 2019
1902019
Elevated rates of horizontal gene transfer in the industrialized human microbiome
M Groussin, M Poyet, A Sistiaga, SM Kearney, K Moniz, M Noel, J Hooker, ...
Cell 184 (8), 2053-2067. e18, 2021
1822021
Experimental design and quantitative analysis of microbial community multiomics
H Mallick, S Ma, EA Franzosa, T Vatanen, XC Morgan, C Huttenhower
Genome biology 18, 1-16, 2017
1692017
Language Identification of Short Text Segments with N-gram Models.
T Vatanen, JJ Väyrynen, S Virpioja
LREC, 2010
1272010
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