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To weight or not to weight? The effect of selection bias in 3 large electronic health record-linked biobanks and recommendations for practice.

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Title: To weight or not to weight? The effect of selection bias in 3 large electronic health record-linked biobanks and recommendations for practice.
Authors: Salvatore M; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States., Kundu R; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States., Shi X; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States., Friese CR; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Center for Improving Patient and Population Health, School of Nursing, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Health Management and Policy, University of Michigan, Ann Arbor, MI 48109-2029, United States., Lee S; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Graduate School of Data Science, Seoul National University, Gwanak-gu, Seoul, Republic of Korea., Fritsche LG; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States., Mondul AM; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States., Hanauer D; Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI 48109-2054, United States., Pearce CL; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States., Mukherjee B; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.
Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2024 Jun 20; Vol. 31 (7), pp. 1479-1492.
Publication Type: Journal Article; Research Support, N.I.H., Extramural
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: To weight or not to weight? The effect of selection bias in 3 large electronic health record-linked biobanks and recommendations for practice.
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  Data: <searchLink fieldCode="AU" term="%22Salvatore+M%22">Salvatore M</searchLink>; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Kundu+R%22">Kundu R</searchLink>; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Shi+X%22">Shi X</searchLink>; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Friese+CR%22">Friese CR</searchLink>; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Center for Improving Patient and Population Health, School of Nursing, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Health Management and Policy, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Lee+S%22">Lee S</searchLink>; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Graduate School of Data Science, Seoul National University, Gwanak-gu, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Fritsche+LG%22">Fritsche LG</searchLink>; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Mondul+AM%22">Mondul AM</searchLink>; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Hanauer+D%22">Hanauer D</searchLink>; Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI 48109-2054, United States.<br /><searchLink fieldCode="AU" term="%22Pearce+CL%22">Pearce CL</searchLink>; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Rogel Cancer Center, Michigan Medicine, University of Michigan, Ann Arbor, MI 48109-2029, United States.<br /><searchLink fieldCode="AU" term="%22Mukherjee+B%22">Mukherjee B</searchLink>; Department of Epidemiology, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Center for Precision Health Data Science, Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.; Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109-2029, United States.
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        Value: 10.1093/jamia/ocae098
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              Text: 2024 Jun 20
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