Publications by authors named "Yuan-Jin Lin"

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Hybrid Faster R-CNN for Tooth Numbering in Periapical Radiographs Based on Fédération Dentaire Internationale System.
Yong-Shao Su, I Elizabeth Cha, Yi-Cheng Mao, Li-Hsin Chang, Zi-Chun Kao, Yuan-Jin Lin

Diagnostics (Basel)· November 2025

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Automated Implant Placement Pathway from Dental Panoramic Radiographs Using Deep Learning for Preliminary Clinical Assistance.
Pei-Yi Wu, Shih-Lun Chen, Yi-Cheng Mao, Yuan-Jin Lin, Pin-Yu Lu

Diagnostics (Basel)· October 2025

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Precision Oral Medicine: A DPR Segmentation and Transfer Learning Approach for Detecting Third Molar Compress Inferior Alveolar Nerve.
Yuan-Jin Lin, Shih-Lun Chen, Yi-Cheng Mao, Tsung-Yi Chen, Cheng-Hao Peng

IEEE J Transl Eng Health Med· July 2025

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Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning.
Yi-Cheng Mao, Yuan-Jin Lin, Jen-Peng Hu, Zi-Yu Liu, Shih-Lun Chen

Bioengineering (Basel)· May 2025

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Deep Learning-Assisted Diagnostic System: Implant Brand Detection Using Improved IB-YOLOv10 in Periapical Radiographs.
Yuan-Jin Lin, Shih-Lun Chen, Ya-Cheng Lu, Xu-Ming Lin, Yi-Cheng Mao

Diagnostics (Basel)· May 2025

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Precision Medicine Assessment of the Radiographic Defect Angle of the Intrabony Defect in Periodontal Lesions by Deep Learning of Bitewing Radiographs.
Patricia Angela R Abu, Yi-Cheng Mao, Yuan-Jin Lin, Chien-Kai Chao, Yi-He Lin

Bioengineering (Basel)· January 2025

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Deep Learning-Assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs.
Pei-Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung-An Chen

Bioengineering (Basel)· January 2025

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Evaluation of the Alveolar Crest and Cemento-Enamel Junction in Periodontitis Using Object Detection on Periapical Radiographs.
Tai-Jung Lin, Yi-Cheng Mao, Yuan-Jin Lin, Chin-Hao Liang, Yi-Qing He

Diagnostics (Basel)· August 2024

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Precision Medicine for Apical Lesions and Peri-Endo Combined Lesions Based on Transfer Learning Using Periapical Radiographs.
Pei-Yi Wu, Yi-Cheng Mao, Yuan-Jin Lin, Xin-Hua Li, Li-Tzu Ku

Bioengineering (Basel)· August 2024

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Auxiliary Diagnosis of Dental Calculus Based on Deep Learning and Image Enhancement by Bitewing Radiographs.
Tai-Jung Lin, Yen-Ting Lin, Yuan-Jin Lin, Ai-Yun Tseng, Chien-Yu Lin

Bioengineering (Basel)· July 2024

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Deep Learning for Dental Diagnosis: A Novel Approach to Furcation Involvement Detection on Periapical Radiographs.
Yi-Cheng Mao, Yen-Cheng Huang, Tsung-Yi Chen, Kuo-Chen Li, Yuan-Jin Lin, Yu-Lin Liu, Mei-Ling Chan

Bioengineering (Basel)· July 2023

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A High-Accuracy Detection System: Based on Transfer Learning for Apical Lesions on Periapical Radiograph.
Yueh Chuo, Wen-Ming Lin, Tsung-Yi Chen, Mei-Ling Chan, Yu-Sung Chang, Yan-Ru Lin, Yuan-Jin Lin

Bioengineering (Basel)· December 2022

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