Author

Kouji Masumoto

2 papers indexed here

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Review Open access Oct 2026

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

BACKGROUND Automated surgical phase recognition may support objective workflow analysis and surgical education but has not been sufficiently evaluated in pediatric minimally invasive surgery. This study aimed to develop and evaluate a deep learning-based phase recognition model for pediatric laparoscopic fundoplication...

Y. Sanmoto, Lu-Ning Li, Yudai Goto et al. · Surgical Endoscopy · 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. · Pediatric Radiology · 1 citation