A comparative analysis of deep learning models for assisting in the diagnosis of periapical lesions in periapical radiographs

被引:0
作者
Jian Liu [1 ]
Chaoran Jin [2 ]
Xiaolan Wang [1 ]
Kexu Pan [2 ]
Zhuoyang Li [1 ]
Xinxuan Yi [2 ]
Yu Shao [1 ]
Xiaodong Sun [2 ]
Xijiao Yu [1 ]
机构
[1] Shandong Second Medical University,School of Stomatology
[2] Jinan Stomatological Hospital,Department of Endodontics, Central Laboratory
[3] Jinan Key Laboratory of oral tissue regeneration,Shungeng Branch, Central Laboratory
[4] Shandong Provincial Key Medical and Health Laboratory of Oral Diseases and Tissue Regeneration,undefined
[5] Shandong Xintai Huizhi Health and Medical Big Data Co.,undefined
[6] Ltd.,undefined
[7] Jinan Stomatological Hospital,undefined
[8] Jinan Key Laboratory of oral tissue regeneration,undefined
[9] Shandong Provincial Health Commission Key Laboratory of Oral Diseases and Tissue Regeneration,undefined
关键词
ConvNeXt; ResNet34; Deep learning; Periapical radiographs; Periapical lesion;
D O I
10.1186/s12903-025-06104-0
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