Author

E. Nakatani

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Preprint Sep 2026

Brier-UDAM for Paired Prediction-Rule Comparisons: Latent-Risk Interpretation, Observable Contrasts, and Inference

The Brier risk summarizes probability-prediction error but does not explain why two prediction rules differ. We develop Brier-UDAM, a framework for paired binary prediction-rule comparisons that separates the Brier-risk difference into mean-bias, dispersion, and Brier-scale alignment contributions. Although the observa...

E. Nakatani, Hiroya Hashimoto · 0 citations

Clinical trial Open access Aug 2026

Design Paper: The Short- and Long-term Effects of Inspiratory Muscle Training in Patients with Idiopathic Pulmonary Fibrosis—A Multicenter Randomized Controlled Trial (the Breathe IPF Trial)

Introduction: Pulmonary rehabilitation is beneficial for patients with idiopathic pulmonary fibrosis (IPF) but is often limited by poor adherence. Inspiratory muscle training (IMT) may represent a more feasible, home-based alternative. This trial aims to evaluate the short- (8-week) and long-term (56-week) effects of I...

Akihito Okada, H. Nakagawa, T. Handa et al. · JMA Journal · 0 citations

Open access Aug 2026

Association of medical visit frequency with cardiovascular events and mortality in patients with dyslipidaemia: a cohort study using a Japanese claims database

Extending visit intervals may be a reasonable option for selected stable patients receiving lipid-lowering therapy for primary prevention, as less frequent visits were not associated with increased risks of cardiovascular events or mortality.

Taku Matsunaga, E. Nakatani, Yasuto Sato et al. · Journal of Health, Populatio... · 0 citations