Papers List - 2022

Exposure to natural environments during pregnancy and birth outcomes in 11 European birth cohorts.
Torres Toda, Maria; Avraam, Demetris; James Cadman, Timothy; Fossati, Serena; de Castro, Montserrat; Dedele, Audrius; Donovan, Geoffrey; Elhakeem, Ahmed; Estarlich, Marisa; Fernandes, Amanda; Gonçalves, Romy; Grazuleviciene, Regina; Harris, Jennifer R; Harskamp-van Ginkel, Margreet W; Heude, Barbara; Ibarluzea, Jesús; Iñiguez, Carmen; Wv Jaddoe, Vincent; Lawlor, Deborah; Lertxundi, Aitana; Lepeule, Johanna; McEachan, Rosemary; Moirano, Giovenale; Lt Nader, Johanna; Nybo Andersen, Anne-Marie; Pedersen, Marie; Pizzi, Costanza; Roumeliotaki, Theano; Santos, Susana; Sunyer, Jordi; Yang, Tiffany; Vafeiadi, Marina; Gm Vrijkotte, Tanja; Nieuwenhuijsen, Mark; Vrijheid, Martine; Foraster, Maria; Dadvand, Payam
Environ Int, Volume 170 (2022)
PMID: 36436464 DOI: 10.1016/j.envint.2022.107648 
Citations: 18 (Scopus)
Tags: Consortia: EUCAN-Connect | Consortia: European Union Child Cohort Network | Consortia: LifeCycle | Study: ABCD | Study: ALSPAC | Study: BiB | Study: DNBC | Study: EDEN Nancy | Study: EDEN Poitiers | Study: Gen R | Study: INMA Gipuzkoa | Study: INMA Sabadell | Study: INMA Valencia | Study: KANC | Study: MoBa | Study: NINFEA-Florence | Study: NINFEA-Rome | Study: NINFEA-Turin | Study: Rhea

Associations of early-life pet ownership with asthma and allergic sensitization: A meta-analysis of more than 77,000 children from the EU Child Cohort Network.
Pinot de Moira, Angela; Strandberg-Larsen, Katrine; Bishop, Tom; Pedersen, Marie; Avraam, Demetris; Cadman, Tim; Calas, Lucinda; Casas, Maribel; de Lauzon Guillain, Blandine; Elhakeem, Ahmed; Esplugues, Ana; Estarlich, Marisa; Foong, Rachel E; Haakma, Sido; Harris, Jennifer R; Huang, Rae-Chi; Inskip, Hazel; Lertxundi, Aitana; Mensink-Bout, Sara M; Nader, Johanna L T; Pizzi, Costanza; Popovic, Maja; Salika, Theodosia; Sunyer, Jordi; Van Meel, Evelien R; Swertz, Morris A; Jaddoe, Vincent W V; Burton, Paul; Duijts, Liesbeth; Nybo Andersen, Anne-Marie
J Allergy Clin Immunol, Volume 150, Issue 1 (2022)
PMID: 35150722 DOI: 10.1016/j.jaci.2022.01.023 
Citations: 26 (Scopus)
Tags: Consortia: European Union Child Cohort Network | Consortia: LifeCycle | Study: ALSPAC | Study: DNBC | Study: EDEN Nancy | Study: EDEN Poitiers | Study: Gen R | Study: INMA Gipuzkoa | Study: INMA Sabadell | Study: INMA Valencia | Study: MoBa | Study: NINFEA-Florence | Study: NINFEA-Rome | Study: NINFEA-Turin | Study: Raine Study | Study: SWS

Associations between exploratory dietary patterns and incident type 2 diabetes: a federated meta-analysis of individual participant data from 25 cohort studies.
Jannasch, Franziska; Dietrich, Stefan; Bishop, Tom R P; Pearce, Matthew; Fanidi, Anouar; O'Donoghue, Gráinne; O'Gorman, Donal; Marques-Vidal, Pedro; Vollenweider, Peter; Bes-Rastrollo, Maira; Byberg, Liisa; Wolk, Alicja; Hashemian, Maryam; Malekzadeh, Reza; Poustchi, Hossein; Luft, Vivian C; de Matos, Sheila M Alvim; Kim, Jihye; Kim, Mi Kyung; Kim, Yeonjung; Stern, Dalia; Lajous, Martin; Magliano, Dianna J; Shaw, Jonathan E; Akbaraly, Tasnime; Kivimaki, Mika; Maskarinec, Gertraud; Le Marchand, Loïc; Martínez-González, Miguel Ángel; Soedamah-Muthu, Sabita S; Wareham, Nicholas J; Forouhi, Nita G; Schulze, Matthias B
Eur J Nutr, Volume 61, Issue 7 (2022)
PMID: 35641800 DOI: 10.1007/s00394-022-02909-9 
Citations: 6 (Scopus)
Tags: Consortia: EPIC-Interact | Consortia: InterConnect | Study: ARIC | Study: AusDiab | Study: CARDIA | Study: COSM | Study: CoLaus | Study: ELSA-Brasil | Study: GCS | Study: InterAct Denmark | Study: InterAct France | Study: InterAct Germany | Study: InterAct Italy | Study: InterAct Netherlands | Study: InterAct Spain | Study: InterAct Sweden | Study: InterAct UK | Study: KoGES ASAS | Study: KoGES CAVAS | Study: MEC | Study: MESA | Study: MTC | Study: PRHHP | Study: SMC | Study: SUN Cohort Study | Study: WHI | Study: Whitehall II

dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.
Cao, Han; Zhang, Youcheng; Baumbach, Jan; Burton, Paul R; Dwyer, Dominic; Koutsouleris, Nikolaos; Matschinske, Julian; Marcon, Yannick; Rajan, Sivanesan; Rieg, Thilo; Ryser-Welch, Patricia; Späth, Julian; Herrmann, Carl; Schwarz, Emanuel
Bioinformatics, Volume 38, Issue 21 (2022)
PMID: 36073911 DOI: 10.1093/bioinformatics/btac616 
Citations: 7 (Scopus)
Tags: Study: GSE21138  | Study: GSE35977 | Study: GSE53987 | Study: phs000979.v3.p2

Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data.
Cai, Tianxi; Liu, Molei; Xia, Yin
J Am Stat Assoc, Volume 117, Issue 540 (2022)
PMID: 37975021 DOI: 10.1080/01621459.2021.1904958 
Citations: 10 (Scopus)
Tags: Study: Partner's Healthcare System

dsSynthetic: synthetic data generation for the DataSHIELD federated analysis system.
Banerjee, Soumya; Bishop, Tom R P
BMC Res Notes, Volume 15, Issue 1 (2022)
PMID: 35761417 DOI: 10.1186/s13104-022-06111-2 
Citations: 4 (Scopus)
Tags: Consortia: EUCAN-Connect

dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD.
Banerjee, Soumya; Sofack, Ghislain N; Papakonstantinou, Thodoris; Avraam, Demetris; Burton, Paul; Zöller, Daniela; Bishop, Tom R P
BMC Res Notes, Volume 15, Issue 1 (2022)
PMID: 35659747 DOI: 10.1186/s13104-022-06085-1 
Citations: 11 (Scopus)
Tags: Consortia: EUCAN-Connect

A deterministic approach for protecting privacy in sensitive personal data.
Avraam, Demetris; Jones, Elinor; Burton, Paul
BMC Med Inform Decis Mak, Volume 22, Issue 1 (2022)
PMID: 35090447 DOI: 10.1186/s12911-022-01754-4 
Citations: 3 (Scopus)
Tags: Consortia: ATHLETE | Consortia: BioSHaRE-EU | Consortia: Connected Health Cities North East North Cumbria | Consortia: EUCAN-Connect | Study: NCDS