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Author

T. Nakamae

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2 papers indexed here

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Aug 2026

Deep Learning Versus LASSO-Based Machine Learning for 1-Year Survival After Surgery for Spinal Metastases: A JASA Multicenter Prospective Cohort Analysis.

The 50-variable DL model provided reasonable prediction and generated clinically plausible feature-importance hypotheses, but it did not demonstrate a clearly meaningful performance advantage over the simpler 5-variable LASSO-based ML model.

S. Ito, Hiroaki Nakashima, N. Segi et al. · 0 citations
Open access Aug 2026

Real-world osteoporosis management before and after sustaining fragility fractures in Japanese older adults aged ≥ 75 years: Japanese bone-fracture osteoporosis in late-stage population database (J-BOLD) study.

BACKGROUND As the population ages, the incidence of fragility fractures increases; however, large-scale data on real-world osteoporosis management in late-stage older adults (aged ≥75 years)-a group at extremely high risk of fractures-are limited in Japan. In this study, we aimed to clarify the status of osteoporosis m...

Naoyuki Mizuno, Takahiko Hamasaki, Shuhei Kawaguchi et al. · 0 citations

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