Current medical scienceHumansTomographyX-Ray ComputedLung NeoplasmsSolitary Pulmonary Nodule
Few-Shot Learning for CT Lung Nodule Detection Based on Open-Set Object Detection.
Lin-Meng Li, Huan Zhang, Hai-Tao Yu, Bin Cui, Zhi-Qun Wang
Published: 202510.1007/s11596-025-00135-y
Abstract
OBJECTIVE: This study aimed to develop a few-shot learning model for lung nodule detection in CT images by leveraging visual open-set object detection. METHODS: The Lung Nodule Analysis 2016 (LUNA16) public dataset was used for validation. It was spl…
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