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; Tzu Hsiang Tsai; Kuo Chen Li; Chiung An Chen; Wei Chen Tu; Patricia Angela R. Abu

doi:10.1109/JTEHM.2025.3568922

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, Tzu Hsiang Tsai, Kuo Chen Li, Chiung An Chen, Wei Chen Tu, Patricia Angela R. Abu

Department of Information Systems and Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	286-298
Number of pages	13
Journal	IEEE Journal of Translational Engineering in Health and Medicine
Volume	13
DOIs	https://doi.org/10.1109/JTEHM.2025.3568922
State	Published - 2025

ASJC Scopus Subject Areas

General Medicine
Biomedical Engineering

Keywords

Inferior alveolar nerve
image masking
image segmentation
object detection
third molar
vision transformer

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10.1109/JTEHM.2025.3568922

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Lin, Y. J., Chen, S. L., Mao, Y. C., Chen, T. Y., Peng, C. H., Tsai, T. H., Li, K. C., Chen, C. A., Tu, W. C., & Abu, P. A. R. (2025). Precision Oral Medicine: A DPR Segmentation and Transfer Learning Approach for Detecting Third Molar Compress Inferior Alveolar Nerve. IEEE Journal of Translational Engineering in Health and Medicine, 13, 286-298. https://doi.org/10.1109/JTEHM.2025.3568922

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title = "Precision Oral Medicine: A DPR Segmentation and Transfer Learning Approach for Detecting Third Molar Compress Inferior Alveolar Nerve",

keywords = "Inferior alveolar nerve, image masking, image segmentation, object detection, third molar, vision transformer",

author = "Lin, \{Yuan Jin\} and Chen, \{Shih Lun\} and Mao, \{Yi Cheng\} and Chen, \{Tsung Yi\} and Peng, \{Cheng Hao\} and Tsai, \{Tzu Hsiang\} and Li, \{Kuo Chen\} and Chen, \{Chiung An\} and Tu, \{Wei Chen\} and Abu, \{Patricia Angela R.\}",

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year = "2025",

doi = "10.1109/JTEHM.2025.3568922",

language = "English",

volume = "13",

pages = "286--298",

journal = "IEEE Journal of Translational Engineering in Health and Medicine",

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T1 - Precision Oral Medicine

T2 - A DPR Segmentation and Transfer Learning Approach for Detecting Third Molar Compress Inferior Alveolar Nerve

AU - Lin, Yuan Jin

AU - Chen, Shih Lun

AU - Mao, Yi Cheng

AU - Chen, Tsung Yi

AU - Peng, Cheng Hao

AU - Tsai, Tzu Hsiang

AU - Li, Kuo Chen

AU - Chen, Chiung An

AU - Tu, Wei Chen

AU - Abu, Patricia Angela R.

PY - 2025

Y1 - 2025

KW - Inferior alveolar nerve

KW - image masking

KW - image segmentation

KW - object detection

KW - third molar

KW - vision transformer

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SN - 2168-2372

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JO - IEEE Journal of Translational Engineering in Health and Medicine

JF - IEEE Journal of Translational Engineering in Health and Medicine

ER -

Precision Oral Medicine: A DPR Segmentation and Transfer Learning Approach for Detecting Third Molar Compress Inferior Alveolar Nerve

ASJC Scopus Subject Areas

Keywords

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