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Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth
View ORCID ProfileAdi L. Tarca, View ORCID ProfileBálint Ármin Pataki, View ORCID ProfileRoberto Romero, View ORCID ProfileMarina Sirota, View ORCID ProfileYuanfang Guan, View ORCID ProfileRintu Kutum, View ORCID ProfileNardhy Gomez-Lopez, View ORCID ProfileBogdan Done, View ORCID ProfileGaurav Bhatti, View ORCID ProfileThomas Yu, View ORCID ProfileGaia Andreoletti, Tinnakorn Chaiworapongsa, The DREAM Preterm Birth Prediction Challenge Consortium, View ORCID ProfileSonia S. Hassan, View ORCID ProfileChaur-Dong Hsu, View ORCID ProfileNima Aghaeepour, View ORCID ProfileGustavo Stolovitzky, View ORCID ProfileIstvan Csabai, View ORCID ProfileJames C. Costello
doi: https://doi.org/10.1101/2020.06.05.130971
Adi L. Tarca
1Eunice Kennedy Shriver, Bethesda, Maryland 20892, and Detroit, Michigan 48201, USA
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
3Department of Computer Science, Wayne State University College of Engineering, Detroit, Michigan 48202, USA
Bálint Ármin Pataki
4Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Budapest, Hungary
Roberto Romero
1Eunice Kennedy Shriver, Bethesda, Maryland 20892, and Detroit, Michigan 48201, USA
5Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, Michigan 48109, USA
6Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan 48824, USA
7Center for Molecular Medicine and Genetics, Wayne State University, Detroit, Michigan 48201, USA
8Detroit Medical Center, Detroit, Michigan 48201 USA
9Department of Obstetrics and Gynecology, Florida International University, Miami, Florida 33199, USA
Marina Sirota
10Department of Pediatrics, University of California, San Francisco, California, 94143, USA
11Bakar Computational Health Sciences Institute, University of California, San Francisco, California 94158, USA
Yuanfang Guan
12Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan 48109, USA
Rintu Kutum
13Informatics and Big Data Unit, CSIR-Institute of Genomics and Integrative Biology, New Delhi, India
Nardhy Gomez-Lopez
1Eunice Kennedy Shriver, Bethesda, Maryland 20892, and Detroit, Michigan 48201, USA
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
14Department of Biochemistry, Microbiology and Immunology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
Bogdan Done
1Eunice Kennedy Shriver, Bethesda, Maryland 20892, and Detroit, Michigan 48201, USA
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
Gaurav Bhatti
1Eunice Kennedy Shriver, Bethesda, Maryland 20892, and Detroit, Michigan 48201, USA
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
Thomas Yu
15Sage Bionetworks, Seattle, WA, USA
Gaia Andreoletti
10Department of Pediatrics, University of California, San Francisco, California, 94143, USA
11Bakar Computational Health Sciences Institute, University of California, San Francisco, California 94158, USA
Tinnakorn Chaiworapongsa
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
Sonia S. Hassan
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
16Office of Women’s Health, Integrative Biosciences Center, Wayne State University, Detroit, Michigan 48202 USA
17Department of Physiology, Wayne State University School of Medicine, Detroit, Michigan 48201, USA
Chaur-Dong Hsu
1Eunice Kennedy Shriver, Bethesda, Maryland 20892, and Detroit, Michigan 48201, USA
2Department of Obstetrics and Gynecology, Wayne State University School of Medicine, Detroit, Michigan 48201 USA
17Department of Physiology, Wayne State University School of Medicine, Detroit, Michigan 48201, USA
Nima Aghaeepour
18Department of Anesthesiology, Perioperative and Pain Medicine, and Department of Pediatrics, and Department of Biomedical Data Sciences Stanford University School of Medicine, Stanford, California 94305, USA
Gustavo Stolovitzky
19Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA
20IBM T.J. Watson Research Center, Yorktown Heights, New York 10598, USA
Istvan Csabai
4Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Budapest, Hungary
James C. Costello
21Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, USA
Posted June 06, 2020.
Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth
Adi L. Tarca, Bálint Ármin Pataki, Roberto Romero, Marina Sirota, Yuanfang Guan, Rintu Kutum, Nardhy Gomez-Lopez, Bogdan Done, Gaurav Bhatti, Thomas Yu, Gaia Andreoletti, Tinnakorn Chaiworapongsa, The DREAM Preterm Birth Prediction Challenge Consortium, Sonia S. Hassan, Chaur-Dong Hsu, Nima Aghaeepour, Gustavo Stolovitzky, Istvan Csabai, James C. Costello
bioRxiv 2020.06.05.130971; doi: https://doi.org/10.1101/2020.06.05.130971
Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth
Adi L. Tarca, Bálint Ármin Pataki, Roberto Romero, Marina Sirota, Yuanfang Guan, Rintu Kutum, Nardhy Gomez-Lopez, Bogdan Done, Gaurav Bhatti, Thomas Yu, Gaia Andreoletti, Tinnakorn Chaiworapongsa, The DREAM Preterm Birth Prediction Challenge Consortium, Sonia S. Hassan, Chaur-Dong Hsu, Nima Aghaeepour, Gustavo Stolovitzky, Istvan Csabai, James C. Costello
bioRxiv 2020.06.05.130971; doi: https://doi.org/10.1101/2020.06.05.130971
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