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Author

Y. Sanmoto

3 papers indexed here

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Sep 2026

Blood biomarkers and penalized logistic regression for the prediction of complicated appendicitis in children: a retrospective cohort study

Background: Early preoperative identification of complicated appendicitis in children is important for risk stratification. Several blood biomarkers have been proposed for this purpose, but their performance has rarely been compared directly within the same cohort. We aimed to clarify their relative diagnostic performa...

Masanaga Matsumoto, Y. Sanmoto, Kouji Masumoto · 0 citations
Review Open access Oct 2026

Automated surgical phase recognition in pediatric laparoscopic fundoplication using deep learning: a retrospective video-based study.

These findings establish an initial benchmark for pediatric surgical video analysis and support further investigation of its applications in operative review, surgical education, and structured performance assessment.

Y. Sanmoto, Lu-Ning Li, Yudai Goto et al. · 0 citations
Open access Sep 2026

Development and evaluation of a deep learning model for computer-aided diagnosis of neonatal pneumothorax on chest radiographs.

The model showed promising diagnostic performance for detecting pneumothorax on supine neonatal chest radiographs and underlying pulmonary abnormalities may influence model performance, and external validation is warranted before clinical implementation.

Y. Sanmoto, Qi-Hao Gao, Daisuke Hitaka et al. · 1 citation

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