Solicited Cough Sound Analysis for Tuberculosis Triage Testing: The CODA TB DREAM Challenge Dataset.

Autor: Huddart S; University of California San Francisco, School of Medicine, 533 Parnassus Ave, San Francisco, CA 94143 USA., Yadav V; Sage Bionetworks, Seattle, WA 98103 USA., Sieberts SK; Sage Bionetworks, Seattle, WA 98103 USA., Omberg L; Sage Bionetworks, Seattle, WA 98103 USA.; Curently at Koneksa Health, One World Trade Center 285 Fulton St. 77th Floor New York, NY, 10007., Raberahona M; CHU Joseph Rasera Befelatanana, Antananarivo, 101, Analamanga, Madagascar.; Centre d'Infectiologie Charles Mérieux, Antananarivo, 101, Analamanga, Madagascar., Rakotoarivelo R; CHU Tambohobe Fianarantsoa, 301, Haute-Matsiatra, Madagascar.; Université de Fianarantsoa, Fianarantsoa, 301, Haute-Matsiatra, Madagascar., Lyimo IN; Ifakara Health Institute, Environmental and Ecological Sciences & Interventions and Clinical Trials Departments, Kiko Avenue, Plot 463, Mikocheni, Dar es Salaam, Tanzania., Lweno O; Ifakara Health Institute, Environmental and Ecological Sciences & Interventions and Clinical Trials Departments, Kiko Avenue, Plot 463, Mikocheni, Dar es Salaam, Tanzania., Christopher DJ; Christian Medical College, Ida Scudder Road, Vellore 632004, Tamil Nadu, India., Nhung NV; National Tuberculosis Programme, 463 Hoang Hoa Tham, Ba Dinh District, Hanoi, Vietnam., Theron G; Stellenbosch University, Division of Molecular Biology and Human Genetics, Matieland, 7602 South Africa., Worodria W; Walimu, Plot 5-7, Coral Crescent, Kololo, Kampala, Uganda., Yu CY; De La Salle Medical and Health Sciences Institute, Governor D. Mangubat Avenue, Dasmarinas Cavite, Philippines 4114., Bachman CM; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Burkot S; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Dewan P; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Kulhare S; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Small PM; Global Health Labs, 14360 SE Eastgate Way, Bellevue, WA 98007 USA., Cattamanchi A; University of California Irvine, School of Medicine, 333 City Blvd. W Suite 400, Orange CA 92868 USA., Jaganath D; University of California Irvine, School of Medicine, 333 City Blvd. W Suite 400, Orange CA 92868 USA., Lapierre SG; Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Immunopathology Axis, 900 St-Denis, Montréal, Québec, H2X 0A9 Canada.; Université de Montréal, Department of Microbiology, Infectious Diseases and Immunology, 2900 Edouard-Montpetit, Montréal, Québec, H3T 1J4 Canada.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2024 Mar 28. Date of Electronic Publication: 2024 Mar 28.

Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge.

Autor: Xiong, Zhaoping¹ (AUTHOR), Jeon, Minji² (AUTHOR), Allaway, Robert J.³ (AUTHOR), Kang, Jaewoo^2,4 (AUTHOR), Park, Donghyeon² (AUTHOR), Lee, Jinhyuk² (AUTHOR), Jeon, Hwisang^4,5 (AUTHOR), Ko, Miyoung² (AUTHOR), Jiang, Hualiang^1,5 (AUTHOR), Zheng, Mingyue⁵ (AUTHOR), Tan, Aik Choon⁶ (AUTHOR), Guo, Xindi³ (AUTHOR), Dang, Kristen K.³ (AUTHOR), Tropsha, Alex⁷ (AUTHOR), Hecht, Chana⁸ (AUTHOR), Das, Tirtha K.⁸ (AUTHOR), Carlson, Heather A.⁹ (AUTHOR), Abagyan, Ruben¹⁰ (AUTHOR), Guinney, Justin³ (AUTHOR), Schlessinger, Avner¹¹ (AUTHOR) avner.schlessinger@mssm.edu

Publikováno v: PLoS Computational Biology. 9/14/2021, Vol. 17 Issue 9, p1-19. 19p. 1 Color Photograph, 3 Charts, 5 Graphs.

Crowdsourced identification of multi-target kinase inhibitors for RET- and TAU- based disease: The Multi-Targeting Drug DREAM Challenge

Autor: Minji Jeon, Justin Guinney, Zhaoping Xiong, Donghyeon Park, Jinhyuk Lee, Robert J. Allaway, Heather A. Carlson, Ruben Abagyan, Tirtha K. Das, Chana Hecht, Hwisang Jeon, Xindi Guo, Miyoung Ko, Aik Choon Tan, Alexander Tropsha, Jaewoo Kang, Multi-Targeting Drug Dream Challenge Community, Ross L. Cagan, Kristen K. Dang, Mingyue Zheng, Hualiang Jiang, Avner Schlessinger

Publikováno v: PLoS Computational Biology, Vol 17, Iss 9, p e1009302 (2021)
PLoS computational biology, vol 17, iss 9
PLoS Computational Biology

A continuing challenge in modern medicine is the identification of safer and more efficacious drugs. Precision therapeutics, which have one molecular target, have been long promised to be safer and more effective than traditional therapies. This appr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4a46796ee0a1cbcc1a192e14e0abf555
https://doaj.org/article/760d14f1687d40cc99f25eb1a90cecb7

Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research.

Autor: Golob JL; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA., Oskotsky TT; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Tang AS; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Roldan A; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Chung V; Sage Bionetworks, Seattle, WA. USA., Ha CWY; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA., Wong RJ; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA., Flynn KJ; Sage Bionetworks, Seattle, WA. USA., Parraga-Leo A; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Wibrand C; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Minot SS; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA., Andreoletti G; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Kosti I; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Bletz J; Sage Bionetworks, Seattle, WA. USA., Nelson A; Sage Bionetworks, Seattle, WA. USA., Gao J; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Wei Z; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Chen G; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Tang ZZ; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Novielli P; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Romano D; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Pantaleo E; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA., Amoroso N; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA., Monaco A; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Vacca M; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., De Angelis M; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Bellotti R; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Tangaro S; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Kuntzleman A; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA., Bigcraft I; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Techtmann S; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Bae D; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA., Kim E; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Jeon J; Sage Bionetworks, Seattle, WA. USA., Joe S; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Theis KR; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA., Ng S; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA., Lee Li YS; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Diaz-Gimeno P; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Bennett PR; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., MacIntyre DA; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Stolovitzky G; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Lynch SV; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA., Albrecht J; Sage Bionetworks, Seattle, WA. USA., Gomez-Lopez N; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Romero R; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Stevenson DK; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA., Aghaeepour N; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA., Tarca AL; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Costello JC; Division of Infectious Disease. Department of Internal Medicine. University of Michigan. Ann Arbor, MI. USA.; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.; Sage Bionetworks, Seattle, WA. USA.; Benioff Center for Microbiome Medicine, Department of Medicine, University of California, San Francisco, CA. USA.; Department of Pediatrics, Stanford University School of Medicine, Stanford, CA. USA.; March of Dimes Prematurity Research Center at Stanford University, Stanford, CA USA.; Data Core, Shared Resources, Fred Hutchinson Cancer Center. Seattle, WA. USA.; Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI. USA., Sirota M; March of Dimes Prematurity Research Center at the University of California San Francisco, San Francisco, CA USA.; Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA. USA.; Department of Pediatrics. University of California San Francisco, San Francisco, CA. USA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Apr 11. Date of Electronic Publication: 2023 Apr 11.

Microbiome Preterm Birth DREAM Challenge: Crowdsourcing Machine Learning Approaches to Advance Preterm Birth Research

Autor: Golob, JL, Oskotsky, TT, Tang, AS, Roldan, A, Chung, V, Ha, CWY, Wong, RJ, Flynn, KJ, Parraga-Leo, A, Wibrand, C, Minot, SS, Andreoletti, G, Kosti, I, Bletz, J, Nelson, A, Gao, J, Wei, Z, Chen, G, Tang, Z-Z, Novielli, P, Romano, D, Pantaleo, E, Amoroso, N, Monaco, A, Vacca, M, De Angelis, M, Bellotti, R, Tangaro, S, Kuntzleman, A, Bigcraft, I, Techtmann, S, Bae, D, Kim, E, Jeon, J, Joe, S, Preterm Birth DREAM Community, Theis, KR, Ng, S, Lee Li, YS, Diaz-Gimeno, P, Bennett, PR, MacIntyre, DA, Stolovitzky, G, Lynch, SV, Albrecht, J, Gomez-Lopez, N, Romero, R, Stevenson, DK, Aghaeepour, N, Tarca, AL, Costello, JC, Sirota, M

Publikováno v: medRxiv

Globally, every year about 11% of infants are born preterm, defined as a birth prior to 37 weeks of gestation, with significant and lingering health consequences. Multiple studies have related the vaginal microbiome to preterm birth. We present a cro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::85e402f3fbc397c0bf09a1acfb96ba88
https://doi.org/10.1101/2023.03.07.23286920