European radiology
Deep learning models for radiography body-part classification and chest radiograph projection/orientation classification: a multi-institutional study.
Yasuhito Mitsuyama, Hirotaka Takita, Shannon L Walston, Ko Watanabe, Shoya Ishimaru, Yukio Miki, Daiju Ueda
Published: 202510.1007/s00330-025-12053-7
Abstract
OBJECTIVES: Large-scale radiographic datasets often include errors in labels such as body parts or projection, which can undermine automated image analysis. Therefore, we aimed to develop and externally validate two deep-learning models-one for categ…
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