Author

S. Hanaoka

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#federated learning Open access Sep 2026

Performance changes in automated lesion detection under federated learning with sequential institution addition.

Sequential institution addition under FL may improve CAD software performance when combined with appropriate FT strategies, and FT that updates only a subset of layers may achieve performance changes comparable to those of FFT while requiring substantially fewer trainable parameters across different lesion detection ta...

Y. Nomura, S. Hanaoka, Aiki Yamada et al. · International Journal of Com... · 0 citations

Open access Sep 2026

Long-term brain volume trajectories and lifestyle associations in cognitively normal adults: the BRAIN-STRIDE study

Abstract Brain ageing is a major determinant of cognitive health, yet the extent of inter-individual variability in structural trajectories and its links to lifestyle factors remain incompletely understood. We conducted a single-centre, prospective longitudinal cohort study within an urban academic health screening pro...

Shohei Fujita, Susumu Mori, Kengo Onda et al. · Brain Communications · 0 citations