Deep Learning-Assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs

Authors: Pei-Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung-An Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

Source: Bioengineering, Vol 12, Iss 2, p 134 (2025)

Subject Terms: image enhancement, intelligent healthcare, medical image processing, object detection, odontogenic sinusitis, YOLOv8n-cls, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/12/2/134; https://doaj.org/toc/2306-5354

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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

Authors: Patricia Angela R. Abu, Yi-Cheng Mao, Yuan-Jin Lin, Chien-Kai Chao, Yi-He Lin, Bo-Siang Wang, Chiung-An Chen, Shih-Lun Chen, Tsung-Yi Chen, Kuo-Chen Li

Source: Bioengineering, Vol 12, Iss 1, p 43 (2025)

Subject Terms: convolutional neural network, image detection, image enhancement, machine learning, radiographic defect angle, intrabony defect, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/12/1/43; https://doaj.org/toc/2306-5354

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Detection of Tooth Position by YOLOv4 and Various Dental Problems Based on CNN With Bitewing Radiograph

Authors: Kuo-Chen Li, Yi-Cheng Mao, Mu-Feng Lin, Yi-Qian Li, Chiung-An Chen, Tsung-Yi Chen, Patricia Angela R. Abu

Source: IEEE Access, Vol 12, Pp 11822-11835 (2024)

Subject Terms: Biomedical image, bitewing radiographic, contrast limited adaptive histogram equalization, tooth segmentation, tooth position, YOLO, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/10378667/; https://doaj.org/toc/2169-3536

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Evaluation of the Alveolar Crest and Cemento-Enamel Junction in Periodontitis Using Object Detection on Periapical Radiographs

Authors: Tai-Jung Lin, Yi-Cheng Mao, Yuan-Jin Lin, Chin-Hao Liang, Yi-Qing He, Yun-Chen Hsu, Shih-Lun Chen, Tsung-Yi Chen, Chiung-An Chen, Kuo-Chen Li, Patricia Angela R. Abu

Source: Diagnostics, Vol 14, Iss 15, p 1687 (2024)

Subject Terms: alveolar crest, cemento-enamel junction, Mask R-CNN, apical periodontitis, object detection, Medicine (General), R5-920

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Relation: https://www.mdpi.com/2075-4418/14/15/1687; https://doaj.org/toc/2075-4418

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Precision Medicine for Apical Lesions and Peri-Endo Combined Lesions Based on Transfer Learning Using Periapical Radiographs

Authors: Pei-Yi Wu, Yi-Cheng Mao, Yuan-Jin Lin, Xin-Hua Li, Li-Tzu Ku, Kuo-Chen Li, Chiung-An Chen, Tsung-Yi Chen, Shih-Lun Chen, Wei-Chen Tu, Patricia Angela R. Abu

Source: Bioengineering, Vol 11, Iss 9, p 877 (2024)

Subject Terms: apical lesion, peri-endo combined lesion, image segmentation, CNN, YOLOv8-OBB, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/11/9/877; https://doaj.org/toc/2306-5354

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Auxiliary Diagnosis of Dental Calculus Based on Deep Learning and Image Enhancement by Bitewing Radiographs

Authors: Tai-Jung Lin, Yen-Ting Lin, Yuan-Jin Lin, Ai-Yun Tseng, Chien-Yu Lin, Li-Ting Lo, Tsung-Yi Chen, Shih-Lun Chen, Chiung-An Chen, Kuo-Chen Li, Patricia Angela R. Abu

Source: Bioengineering, Vol 11, Iss 7, p 675 (2024)

Subject Terms: dental calculus, image enhancement, YOLOv8, bitewing radiograph, medical image, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/11/7/675; https://doaj.org/toc/2306-5354

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Detection of Various Dental Conditions on Dental Panoramic Radiography Using Faster R-CNN

Authors: Shih-Lun Chen, Tsung-Yi Chen, Yi-Cheng Mao, Szu-Yin Lin, Ya-Yun Huang, Chiung-An Chen, Yuan-Jin Lin, Mian-Heng Chuang, Patricia Angela R. Abu

Source: IEEE Access, Vol 11, Pp 127388-127401 (2023)

Subject Terms: Dental panoramic radiograph, database augmentation, image segmentation, image enhancement, CNN, Faster R-CNN, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/10315113/; https://doaj.org/toc/2169-3536

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Missing Teeth and Restoration Detection Using Dental Panoramic Radiography Based on Transfer Learning With CNNs

Authors: Shih-Lun Chen, Tsung-Yi Chen, Yen-Cheng Huang, Chiung-An Chen, He-Sheng Chou, Ya-Yun Huang, Wei-Chi Lin, Tzu-Chien Li, Jia-Jun Yuan, Patricia Angela R. Abu, Wei-Yuan Chiang

Source: IEEE Access, Vol 10, Pp 118654-118664 (2022)

Subject Terms: Biomedical image, panoramic image, histogram equalization, flat-field correction, tooth segmentation, tooth position, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/9940956/; https://doaj.org/toc/2169-3536

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Development of a Microfluidic Chip System with Giant Magnetoresistance Sensor for High-Sensitivity Detection of Magnetic Nanoparticles in Biomedical Applications

Authors: Tzong-Rong Ger, Pei-Sheng Wu, Wei-Jie Wang, Chiung-An Chen, Patricia Angela R. Abu, Shih-Lun Chen

Source: Biosensors, Vol 13, Iss 8, p 807 (2023)

Subject Terms: magnetic particles, magnetoresistive sensors, microfluidics, Biotechnology, TP248.13-248.65

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Relation: https://www.mdpi.com/2079-6374/13/8/807; https://doaj.org/toc/2079-6374

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Deep Learning for Dental Diagnosis: A Novel Approach to Furcation Involvement Detection on Periapical Radiographs

Authors: Yi-Cheng Mao, Yen-Cheng Huang, Tsung-Yi Chen, Kuo-Chen Li, Yuan-Jin Lin, Yu-Lin Liu, Hong-Rong Yan, Yu-Jie Yang, Chiung-An Chen, Shih-Lun Chen, Chun-Wei Li, Mei-Ling Chan, Yueh Chuo, Patricia Angela R. Abu

Source: Bioengineering, Vol 10, Iss 7, p 802 (2023)

Subject Terms: deep learning, periapical radiograph, furcation involvement, image segmentation, Gaussian high-pass filtering, image preprocessing, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/10/7/802; https://doaj.org/toc/2306-5354

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Improving Dental Implant Outcomes: CNN-Based System Accurately Measures Degree of Peri-Implantitis Damage on Periapical Film

Authors: Yi-Chieh Chen, Ming-Yi Chen, Tsung-Yi Chen, Mei-Ling Chan, Ya-Yun Huang, Yu-Lin Liu, Pei-Ting Lee, Guan-Jhih Lin, Tai-Feng Li, Chiung-An Chen, Shih-Lun Chen, Kuo-Chen Li, Patricia Angela R. Abu

Source: Bioengineering, Vol 10, Iss 6, p 640 (2023)

Subject Terms: peri-implantitis, periodontitis, periapical radiograph, deep learning, neural networks, image enhancement, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/10/6/640; https://doaj.org/toc/2306-5354

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VLSI Design Based on Block Truncation Coding for Real-Time Color Image Compression for IoT

Authors: Shih-Lun Chen, He-Sheng Chou, Shih-Yao Ke, Chiung-An Chen, Tsung-Yi Chen, Mei-Ling Chan, Patricia Angela R. Abu, Liang-Hung Wang, Kuo-Chen Li

Source: Sensors, Vol 23, Iss 3, p 1573 (2023)

Subject Terms: image sensor, machine learning, IoT, block truncation coding, bit map, YEF color space, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/23/3/1573; https://doaj.org/toc/1424-8220

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A High-Accuracy Detection System: Based on Transfer Learning for Apical Lesions on Periapical Radiograph

Authors: Yueh Chuo, Wen-Ming Lin, Tsung-Yi Chen, Mei-Ling Chan, Yu-Sung Chang, Yan-Ru Lin, Yuan-Jin Lin, Yu-Han Shao, Chiung-An Chen, Shih-Lun Chen, Patricia Angela R. Abu

Source: Bioengineering, Vol 9, Iss 12, p 777 (2022)

Subject Terms: PA, CNN, tooth disease recognition, image segmentation, image preprocessing, Technology, Biology (General), QH301-705.5

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Relation: https://www.mdpi.com/2306-5354/9/12/777; https://doaj.org/toc/2306-5354

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Fast Control for Backlight Power-Saving Algorithm Using Motion Vectors from the Decoded Video Stream

Authors: Shih-Lun Chen, Tsung-Yi Chen, Ting-Lan Lin, Chiung-An Chen, Szu-Yin Lin, Yu-Liang Chiang, Kun-Hsien Tung, Wei-Yuan Chiang

Source: Sensors, Vol 22, Iss 19, p 7170 (2022)

Subject Terms: LCD (liquid crystal display), motion vectors, backlight power-saving, fast algorithm, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/22/19/7170; https://doaj.org/toc/1424-8220

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Lossless CFA Image Compression Chip Design for Wireless Capsule Endoscopy

Authors: Chiung-An Chen, Shih-Lun Chen, Chi-Hao Lioa, Patricia Angela R. Abu

Source: IEEE Access, Vol 7, Pp 107047-107057 (2019)

Subject Terms: Color filter array, context-free, Golomb-Rice, JPEG-LS, lossless compression, VLSI, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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Relation: https://ieeexplore.ieee.org/document/8771114/; https://doaj.org/toc/2169-3536

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The Uses of a Dual-Band Corrugated Circularly Polarized Horn Antenna for 5G Systems

Authors: Chih-Kai Liu, Wei-Yuan Chiang, Pei-Zong Rao, Pei-Hsiu Hung, Shih-Hung Chen, Chiung-An Chen, Liang-Hung Wang, Patricia Angela R. Abu, Shih-Lun Chen

Source: Micromachines, Vol 13, Iss 2, p 289 (2022)

Subject Terms: circularly polarized antenna, corrugated antenna, dual-band, mm-wave band, 5G system, Mechanical engineering and machinery, TJ1-1570

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Relation: https://www.mdpi.com/2072-666X/13/2/289; https://doaj.org/toc/2072-666X

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Tooth Position Determination by Automatic Cutting and Marking of Dental Panoramic X-ray Film in Medical Image Processing

Authors: Yen-Cheng Huang, Chiung-An Chen, Tsung-Yi Chen, He-Sheng Chou, Wei-Chi Lin, Tzu-Chien Li, Jia-Jun Yuan, Szu-Yin Lin, Chun-Wei Li, Shih-Lun Chen, Yi-Cheng Mao, Patricia Angela R. Abu, Wei-Yuan Chiang, Wen-Shen Lo

Source: Applied Sciences, Vol 11, Iss 24, p 11904 (2021)

Subject Terms: image processing, tooth cutting, tooth positioning, tooth serial number, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/11/24/11904; https://doaj.org/toc/2076-3417

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Detection of Dental Apical Lesions Using CNNs on Periapical Radiograph

Authors: Chun-Wei Li, Szu-Yin Lin, He-Sheng Chou, Tsung-Yi Chen, Yu-An Chen, Sheng-Yu Liu, Yu-Lin Liu, Chiung-An Chen, Yen-Cheng Huang, Shih-Lun Chen, Yi-Cheng Mao, Patricia Angela R. Abu, Wei-Yuan Chiang, Wen-Shen Lo

Source: Sensors, Vol 21, Iss 21, p 7049 (2021)

Subject Terms: biomedical image, periapical image, apical lesion, Gaussian high pass filter, iterative thresholding, deep learning, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/21/7049; https://doaj.org/toc/1424-8220

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A Classification and Prediction Hybrid Model Construction with the IQPSO-SVM Algorithm for Atrial Fibrillation Arrhythmia

Authors: Liang-Hung Wang, Ze-Hong Yan, Yi-Ting Yang, Jun-Ying Chen, Tao Yang, I-Chun Kuo, Patricia Angela R. Abu, Pao-Cheng Huang, Chiung-An Chen, Shih-Lun Chen

Source: Sensors, Vol 21, Iss 15, p 5222 (2021)

Subject Terms: ECG signal, atrial fibrillation, support vector machine, image-to-data, prediction, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/15/5222; https://doaj.org/toc/1424-8220

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Caries and Restoration Detection Using Bitewing Film Based on Transfer Learning with CNNs

Authors: Yi-Cheng Mao, Tsung-Yi Chen, He-Sheng Chou, Szu-Yin Lin, Sheng-Yu Liu, Yu-An Chen, Yu-Lin Liu, Chiung-An Chen, Yen-Cheng Huang, Shih-Lun Chen, Chun-Wei Li, Patricia Angela R. Abu, Wei-Yuan Chiang

Source: Sensors, Vol 21, Iss 13, p 4613 (2021)

Subject Terms: biomedical image, bitewing film, Gaussian high-pass filter, Otsu’s thresholding, deep learning, CNN, Chemical technology, TP1-1185

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Relation: https://www.mdpi.com/1424-8220/21/13/4613; https://doaj.org/toc/1424-8220

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