Fusion extracted features from deep learning for identification of multiple positioning errors in dental panoramic imaging.

Journal: Journal of X-ray science and technology
Published Date: Jan 1, 2023

Abstract

BACKGROUND: Dental panoramic imaging plays a pivotal role in dentistry for diagnosis and treatment planning. However, correctly positioning patients can be challenging for technicians due to the complexity of the imaging equipment and variations in patient anatomy, leading to positioning errors. These errors can compromise image quality and potentially result in misdiagnoses.

Authors

  • Hsin-Yueh Su
    Department of Radiology, Hualien Armed Forces General Hospital, Hualien County, Taiwan.
  • Shang-Ting Hsieh
    Department of Health Beauty, Fooyin University, Kaohsiung City, Taiwan.
  • Kun-Zhe Tsai
    Department of Periodontology, Mackay Memorial Hospital, Taipei City, Taiwan.
  • Yu-Li Wang
    Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania. Electronic address: yuliwang@andrew.cmu.edu.
  • Chi-Yuan Wang
    Department of Medical Imaging and Radiological Science, I-Shou University, No. 8, Yida Rd., Jiaosu Village, Yanchao District, Kaohsiung 82445, Taiwan.
  • Shih-Yen Hsu
    Department of Information Engineering, I-Shou University, No.1, Sec. 1, Syuecheng Rd., Dashu District, Kaohsiung City 84001, Taiwan. h.shihyen@gmail.com.
  • Kuo-Ying Liu
    Department of Radiology, E-DA Cancer Hospital, I-Shou University, Kaohsiung City, Taiwan.
  • Yung-Hui Huang
    Department of Medical Imaging and Radiological Science, I-Shou University, No.8, Yida Rd., Jiaosu Village, Yanchao District, Kaohsiung City 82445, Taiwan. yhhuang@isu.edu.tw.
  • Ya-Wen Wei
    Department of Dentistry, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan.
  • Nan-Han Lu
    Department of Pharmacy, Tajen University, No. 20, Weixin Road, Yanpu Township, Pingtung County 90741, Taiwan.
  • Tai-Been Chen
    Department of Medical Imaging and Radiological Science, I-Shou University, No.8, Yida Rd., Jiaosu Village, Yanchao District, Kaohsiung City 82445, Taiwan. ctb@isu.edu.tw.

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