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Y. Kuwatsuka

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Open access Sep 2026

Beyond Blind Trust in Hospital Data Warehouses: Evaluating Real‐World Data Accountability

ABSTRACT Introduction The reliability of real‐world evidence (RWE) depends on data accuracy and secondary users' ability to evaluate how data are generated and transformed. Although recent frameworks emphasize provenance, transparency, and auditability, their practical assessment in routine hospital settings remains un...

Akemi Morohashi, Satoshi Yamashita, Takahiro Imaizumi et al. · 0 citations
Review Open access Aug 2026

Real-world survey of hematopoietic stem cell transplantation in Japan using a nationwide administrative claims database

According to data from the Japanese registry managed by the Transplant Registry Unified Management Program, the number of autologous stem cell transplantations (auto-SCT) in 2018 was approximately 60% of that of allogeneic SCT (allo-SCT). The opposite trend has been reported in the United States. Thus, we hypothesized...

Y. Kuwatsuka, Kikue Sato, Y. Atsuta et al. · 0 citations

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