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Smartphone step-count patterns and later QMCOO-defined frailty-related risk
Home
Publications
Smartphone step-count patterns and later QMCOO-defined frailty-related risk
Smartphone step-count patterns and later QMCOO-defined frailty-related risk
Authors:
HT
Hiroshi Taniwaki
Hiroshi Taniwaki
KT
Koji Tamai
Koji Tamai
KU
Kazuki Uemura
Kazuki Uemura
HK
Haruka Kawabata
Haruka Kawabata
MI
Masayoshi Iwamae
Masayoshi Iwamae
MI
Mitsuhiko Ikebuchi
Mitsuhiko Ikebuchi
ST
Shinji Takahashi
Shinji Takahashi
YH
Yumi Higuchi
Yumi Higuchi
MU
Masaya Ueda
Masaya Ueda
AG
Aki Gen
Aki Gen
MN
Megumi Nakamura
Megumi Nakamura
KO
Kazunobu Okazaki
Kazunobu Okazaki
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14 September 2026
journal article
research article
Published by
Springer Nature
in
BMC Public Health
DOI:
10.1186/s12889-026-29354-1
Abstract
No abstract available
Keywords
FRAILTY
OLDER ADULTS
MOBILE HEALTH
DIGITAL PUBLIC HEALTH
PHYSICAL ACTIVITY
STEP COUNT
WALKING BEHAVIOR
RISK STRATIFICATION
MACHINE LEARNING
REAL-WORLD DATA
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