Towards Automated Quality Assurance: Integrating Deep Learning and Classical ML into the Digital Radiography Pipeline

<b>Background/Objectives:</b> To develop and evaluate a deep learning-based quality control system for Lumbar Spinal Digital Radiographs (LSDR), designed to automate and improve their evaluation and reduce reliance on manual reviews. <b>Methods:</b> This retrospective study utilized a deep learning...

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Библиографические подробности

Главные авторы:	Hsuan-Yu Chen, Cheng-Fu Chou, Sheng-Hung Liao, Meng-Hsun Wu, Kuan-Yi Chen, Ta-Wei Yang, Jungwei Wilfred Fan, Chih-Hao Chang
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2026-07-01
Серии:	Diagnostics
Предметы:	lumbar spine X-ray quality control deep learning automated patient safety
Online-ссылка:	https://www.mdpi.com/2075-4418/16/13/2111
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