Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study. by Richard Howey, Jonathan Adam, Jerzy Adamski, Natalie N Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, Federico De Masi, Emmanouil T Dermitzakis, Juan J Fernandez-Tajes, Ian M Forgie, Paul W Franks, Giuseppe N Giordano, Mark Haid, Torben Hansen, Tue H Hansen, Peter P Harms, Andrew T Hattersley, Mun-Gwan Hong, Ulrik Plesner Jacobsen, Angus G Jones, Robert W Koivula, Tarja Kokkola, Anubha Mahajan, Andrea Mari, Mark I McCarthy, Timothy J McDonald, Petra B Musholt, Imre Pavo, Ewan R Pearson, Oluf Pedersen, Hartmut Ruetten, Femke Rutters, Jochen M Schwenk, Sapna Sharma, Leen M 't Hart, Henrik Vestergaard, Mark Walker, IMI DIRECT Consortium, Ana Viñuela, Heather J Cordell

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The dynamics of the gut microbiota in prediabetes during a four-year follow-up among European patients—an IMI-DIRECT prospective study by Liwei Lyu, Yong Fan, Josef Korbinian Vogt, Marc Clos-Garcia, Amelie Bonnefond, Helle Krogh Pedersen, Avirup Dutta, Robert Koivula, Sapna Sharma, Kristine Højgaard Allin, Caroline Brorsson, Henna Cederberg, Elizaveta Chabanova, Federico De Masi, Emmanouil Dermitzakis, Petra J. Elders, Marieke T. Blom, Monika Hollander, Rebeca Eriksen, Ian Forgie, Gary Frost, Giuseppe N. Giordano, Harald Grallert, Mark Haid, Tue Haldor Hansen, Bernd Jablonka, Tarja Kokkola, Anubha Mahajan, Andrea Mari, Timothy J. McDonald, Petra B. Musholt, Imre Pavo, Cornelia Prehn, Martin Ridderstråle, Hartmut Ruetten, Leen M.‘t Hart, Jochen M. Schwenk, Evelina Stankevic, Henrik S. Thomsen, Jagadish Vangipurapu, Henrik Vestergaard, Ana Viñuela, Mark Walker, Torben Hansen, Allan Linneberg, Henrik Bjørn Nielsen, Søren Brunak, Mark I. McCarthy, Philippe Froguel, Jerzy Adamski, Paul W. Franks, Marku Laakso, Joline W. J. Beulens, Ewan Pearson, Oluf Pedersen

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Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts. by Naeimeh Atabaki-Pasdar, Mattias Ohlsson, Ana Viñuela, Francesca Frau, Hugo Pomares-Millan, Mark Haid, Angus G Jones, E Louise Thomas, Robert W Koivula, Azra Kurbasic, Pascal M Mutie, Hugo Fitipaldi, Juan Fernandez, Adem Y Dawed, Giuseppe N Giordano, Ian M Forgie, Timothy J McDonald, Femke Rutters, Henna Cederberg, Elizaveta Chabanova, Matilda Dale, Federico De Masi, Cecilia Engel Thomas, Kristine H Allin, Tue H Hansen, Alison Heggie, Mun-Gwan Hong, Petra J M Elders, Gwen Kennedy, Tarja Kokkola, Helle Krogh Pedersen, Anubha Mahajan, Donna McEvoy, Francois Pattou, Violeta Raverdy, Ragna S Häussler, Sapna Sharma, Henrik S Thomsen, Jagadish Vangipurapu, Henrik Vestergaard, Leen M 't Hart, Jerzy Adamski, Petra B Musholt, Soren Brage, Søren Brunak, Emmanouil Dermitzakis, Gary Frost, Torben Hansen, Markku Laakso, Oluf Pedersen, Martin Ridderstråle, Hartmut Ruetten, Andrew T Hattersley, Mark Walker, Joline W J Beulens, Andrea Mari, Jochen M Schwenk, Ramneek Gupta, Mark I McCarthy, Ewan R Pearson, Jimmy D Bell, Imre Pavo, Paul W Franks

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