Intra-YOLO: A Small Object Detection Model for Caries and Molar-Incisor Hypomineralization in Intraoral Photography Based on Transfer Learning with Reinforcement Learning
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arXiv
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| Main Authors: | , , , , , |
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| Format: | Preprint |
| Published: |
2026
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| _version_ | 1866911723768774656 |
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| author | Chwang, Po-Lun Chang, Po-Yu Lin, Wen-Liang Wu, Tung-Sheng Wang, Min-Ching Cheng, Yun-Chien |
| author_facet | Chwang, Po-Lun Chang, Po-Yu Lin, Wen-Liang Wu, Tung-Sheng Wang, Min-Ching Cheng, Yun-Chien |
| contents | This study developed a computer-aided diagnosis (CAD) system for detecting caries and molar-incisor hypomineralization (MIH) in intraoral photographs. These lesions share similar appearances, making clinical differentiation challenging, especially given their small size and variability in imaging conditions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_28157 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Intra-YOLO: A Small Object Detection Model for Caries and Molar-Incisor Hypomineralization in Intraoral Photography Based on Transfer Learning with Reinforcement Learning Chwang, Po-Lun Chang, Po-Yu Lin, Wen-Liang Wu, Tung-Sheng Wang, Min-Ching Cheng, Yun-Chien Computer Vision and Pattern Recognition This study developed a computer-aided diagnosis (CAD) system for detecting caries and molar-incisor hypomineralization (MIH) in intraoral photographs. These lesions share similar appearances, making clinical differentiation challenging, especially given their small size and variability in imaging conditions. |
| title | Intra-YOLO: A Small Object Detection Model for Caries and Molar-Incisor Hypomineralization in Intraoral Photography Based on Transfer Learning with Reinforcement Learning |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2605.28157 |