Author

Tatsuyoshi Ikenoue

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Review Open access Sep 2026

The Hidden Cost of Reproducibility: Commercial Software Dependency in Published Research and the Version Accessibility Gap

The reproducibility crisis in science has prompted widespread efforts to improve data and code sharing. However, a critical yet underexplored barrier persists: dependency on commercial software whose specific versions are often inaccessible for replication. We conducted a cross-sectional study of 10,000 articles publis...

Tatsuki Onishi, Tatsuyoshi Ikenoue · EPJ Research Infrastructures · 0 citations

#machine learning Preprint Sep 2026

In Medical Claims Data, Enhancing Predictive Performance for Major Adverse Cardiovascular Events Using Cross Attention

Results indicate that integrating the clinical structure of medical claims data using a cross-attention mechanism significantly enhances the performance of predictive models, particularly for major adverse cardiovascular events (MACE).

Yuhei Fujioka, Daitaro Misawa, Tatsuyoshi Ikenoue et al. · 1 citation