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Updated: Sep 9, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
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機械学習とロジスティック回帰ベースの妊娠糖尿病予後モデルの評価

Yitayeh Belsti1, Lisa Moran1, Aya Mousa1

  • 1Monash Centre for Health Research and Implementation (MCHRI), Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.

Journal of clinical epidemiology
|August 31, 2025
PubMed
まとめ

この研究では,妊娠糖尿病 (GDM) の予測モデルを評価し,すべてのモデルが再校正後に強度を示したが,動的モデルは人口の変化にうまく適応することを発見した. マシン・ラーニング (ML) モデルの性能は検証中に低下した.

キーワード:
臨床流行病学妊娠中の糖尿病学習保健システム機械学習予測モデルの検証

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