Is rigorous retrospective harmonization possible? Application of the DataSHaPER approach across 53 large studies

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  1. Bidirectional data harmonization across the multiple chronic disease disparities research consortium: A pipeline description of opportunities and challenges
    Hyelee Kim, Shuang Liang, Kathy Lanier, Sarit Helman, Niloufar Ameli, Sepideh Banava, Nancy Fan Cheng, Jason Boyce, Yulin Hswen, Catherine E. Oldenburg et al. · 2026 · Journal of Biomedical Informatics