A machine learning-based scoring system and ten factors associated with hip fracture occurrence in the elderly

Hip fractures are fragility fractures frequently seen in persons over 80-years-old. Although various factors, including decreased bone mineral density and a history of falls, are reported as hip fracture risks, few large-scale studies have confirmed their relevance to individuals older than 80, and...

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Veröffentlicht in:	Bone (New York, N.Y.) N.Y.), 2023-11, Vol.176, p.116865-116865, Article 116865
Hauptverfasser:	Uragami, Masaru, Matsushita, Kozo, Shibata, Yuto, Takata, Shu, Karasugi, Tatsuki, Sueyoshi, Takanao, Masuda, Tetsuro, Nakamura, Takayuki, Tokunaga, Takuya, Hisanaga, Satoshi, Yugami, Masaki, Sugimoto, Kazuki, Yonemitsu, Ryuji, Ideo, Katsumasa, Fukuma, Yuko, Takata, Kosei, Arima, Takahiro, Kawakami, Jyunki, Maeda, Kazuya, Yoshimura, Naoto, Matsunaga, Hideto, Kai, Yuki, Tanimura, Shuntaro, Shimada, Masaki, Tateyama, Makoto, Miyamoto, Kana, Kubo, Ryuta, Tajiri, Rui, Tian, Xiao, Homma, Fuka, Morinaga, Jun, Yamanouchi, Yoshinori, Takebayashi, Minoru, Kajitani, Naoto, Uehara, Yusuke, Miyamoto, Takeshi
Format:	Artikel
Sprache:	eng
Schlagworte:	Hip fracture Machine learning SHapley Additive exPlanation values
Online-Zugang:	Volltext
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