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Hai-Long Li

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Open access Sep 2026

A two-stage deep learning pipeline for automated detection and localization of endotracheal tubes on pediatric chest radiographs: a pilot study.

BACKGROUND Endotracheal tubes (ETTs) are critical life-support devices for mechanically ventilated pediatric patients, yet automated ETT assessment on pediatric chest radiographs (CXRs) remains limited. OBJECTIVE To develop and evaluate a two-stage deep learning pipeline for automated detection and localization of ET...

Hai-Long Li, Bo-Han Zhang, E. Somasundaram et al. · 0 citations

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