Data science in clinical and translational research: Improving the health of the data to knowledge pipeline

Editorial

. 2021 Mar 9;5(1):e77.

doi: 10.1017/cts.2020.569.

Affiliations

¹ Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.
² Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA.
³ Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
⁴ Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, USA.
⁵ Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.

Editorial

Christopher J Lindsell et al. J Clin Transl Sci. 2021.

. 2021 Mar 9;5(1):e77.

doi: 10.1017/cts.2020.569.

¹ Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA.
² Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA.
³ Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
⁴ Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, USA.
⁵ Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.

No abstract available

Cited by

Methods for building a staff workforce of quantitative scientists in academic health care.
Peskoe S, Slade E, Rende L, Boulos M, Desai M, Gandhi M, Gelfond JAL, Khalatbari S, Schulte PJ, Snyder DC, Taylor SL, Troy JD, Vaughan R, Pomann GM. Peskoe S, et al. Stat (Int Stat Inst). 2024 Jun;13(2):e683. doi: 10.1002/sta4.683. Epub 2024 May 5. Stat (Int Stat Inst). 2024. PMID: 39176389 Free PMC article.
Essential team science skills for biostatisticians on collaborative research teams.
Slade E, Brearley AM, Coles A, Hayat MJ, Kulkarni PM, Nowacki AS, Oster RA, Posner MA, Samsa G, Spratt H, Troy J, Pomann GM. Slade E, et al. J Clin Transl Sci. 2023 Nov 6;7(1):e243. doi: 10.1017/cts.2023.676. eCollection 2023. J Clin Transl Sci. 2023. PMID: 38033706 Free PMC article.
Needles in a Haystack: Finding Qualitative and Quantitative Collaborators in Academic Medical Centers.
Pomann GM, Truong T, Boulos M, Ebony Boulware L, Brouwer RN, Curtis LH, Kapphahn K, Khalatbari S, McKeel J, Messinger S, O'Hara R, Pencina MJ, Samsa GP, Spino C, Zidanyue Yang L, Desai M. Pomann GM, et al. Acad Med. 2023 Aug 1;98(8):889-895. doi: 10.1097/ACM.0000000000005212. Epub 2023 Mar 17. Acad Med. 2023. PMID: 36940408 Free PMC article.

1. McDavid A, Corbett A, Dutra J, et al. Eight practices for data management to enable team data science. Journal of Clinical and Translational Science 2020, 1–7. doi: 10.1017/cts.2020.501 - DOI - PMC - PubMed
1. Arbet J, Brokamp C, Meinzen-Derr J, Trinkley K, Spratt H. Lessons and tips for designing a machine learning study using EHR data. Journal of Clinical and Translational Science 2020, 1–10. doi: 10.1017/cts.2020.513 - DOI - PMC - PubMed
1. Solomon N, Lokhnygina Y, Halabi S. Comparison of regression imputation methods of baseline covariates that predict survival outcomes. Journal of Clinical and Translational Science 2020, 1–10. doi: 10.1017/cts.2020.533 - DOI - PMC - PubMed
1. Pomann G, Boulware L, Cayetano S, et al. Methods for training collaborative biostatisticians. Journal of Clinical and Translational Science 2020, 1–13. doi: 10.1017/cts.2020.518 - DOI - PMC - PubMed
1. Oster R, Devick K, Thurston S, et al. Learning gaps among statistical competencies for clinical and translational science learners. Journal of Clinical and Translational Science 2020, 1–11. doi: 10.1017/cts.2020.498 - DOI - PMC - PubMed