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Deep Learning Hybrid Method to Automatically Diagnose Periodontal Bone Loss and Stage Periodontitis
Chang, Hyuk-Joon, Lee, Sang-Jeong, Yong, Tae-Hoon, Shin, Nan-Young, Jang, Bong-Geun, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Choi, Soon-Chul, Kim, Tae-Il, Yi, Won-Jin
Published in Scientific reports (05.05.2020)
Published in Scientific reports (05.05.2020)
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Journal Article
Automatic diagnosis for cysts and tumors of both jaws on panoramic radiographs using a deep convolution neural network
Kwon, Odeuk, Yong, Tae-Hoon, Kang, Se-Ryong, Kim, Jo-Eun, Huh, Kyung-Hoe, Heo, Min-Suk, Lee, Sam-Sun, Choi, Soon-Chul, Yi, Won-Jin
Published in Dento-maxillo-facial radiology (01.12.2020)
Published in Dento-maxillo-facial radiology (01.12.2020)
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Journal Article
QCBCT-NET for direct measurement of bone mineral density from quantitative cone-beam CT: a human skull phantom study
Yong, Tae-Hoon, Yang, Su, Lee, Sang-Jeong, Park, Chansoo, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in Scientific reports (23.07.2021)
Published in Scientific reports (23.07.2021)
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Journal Article
Validation of bone mineral density measurement using quantitative CBCT image based on deep learning
Park, Chan-Soo, Kang, Se-Ryong, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Han, Jeong-Joon, Yi, Won-Jin
Published in Scientific reports (24.07.2023)
Published in Scientific reports (24.07.2023)
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Journal Article
Comparison of 2D, 2.5D, and 3D segmentation networks for maxillary sinuses and lesions in CBCT images
Yoo, Yeon-Sun, Kim, DaEl, Yang, Su, Kang, Se-Ryong, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in BMC oral health (15.11.2023)
Published in BMC oral health (15.11.2023)
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Journal Article
Can deep learning identify humans by automatically constructing a database with dental panoramic radiographs?
Choi, Hye-Ran, Siadari, Thomhert Suprapto, Ko, Dong-Yub, Kim, Jo-Eun, Huh, Kyung-Hoe, Yi, Won-Jin, Lee, Sam-Sun, Heo, Min-Suk
Published in PloS one (24.10.2024)
Published in PloS one (24.10.2024)
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Journal Article
CACSNet for automatic robust classification and segmentation of carotid artery calcification on panoramic radiographs using a cascaded deep learning network
Yoo, Suh-Woo, Yang, Su, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in Scientific reports (17.06.2024)
Published in Scientific reports (17.06.2024)
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Journal Article
Radiological manifestations and clinical findings of patients with oncologic and osteoporotic medication-related osteonecrosis of the jaw
Shin, Jeong Won, Kim, Jo-Eun, Huh, Kyung-Hoe, Yi, Won-Jin, Heo, Min-Suk, Lee, Sam-Sun, Choi, Soon-Chul
Published in Scientific reports (16.04.2024)
Published in Scientific reports (16.04.2024)
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Journal Article
Automatic detection and classification of nasopalatine duct cyst and periapical cyst on panoramic radiographs using deep convolutional neural networks
Lee, Han-Sol, Yang, Su, Han, Ji-Yong, Kang, Ju-Hee, Kim, Jo-Eun, Huh, Kyung-Hoe, Yi, Won-Jin, Heo, Min-Suk, Lee, Sam-Sun
Published in Oral surgery, oral medicine, oral pathology and oral radiology (01.07.2024)
Published in Oral surgery, oral medicine, oral pathology and oral radiology (01.07.2024)
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Journal Article
Classification and prognostic evaluation of ameloblastoma using multiplanar CT imaging: a retrospective analysis
Kim, Jo-Eun, Cho, Jun-Bum, Yi, Won-Jin, Heo, Min-Suk, Lee, Sam-Sun, Huh, Kyung-Hoe
Published in BMC oral health (22.01.2025)
Published in BMC oral health (22.01.2025)
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Journal Article
Canal-Net for automatic and robust 3D segmentation of mandibular canals in CBCT images using a continuity-aware contextual network
Jeoun, Bo-Soung, Yang, Su, Lee, Sang-Jeong, Kim, Tae-Il, Kim, Jun-Min, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in Scientific reports (05.08.2022)
Published in Scientific reports (05.08.2022)
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Journal Article
Flexible Parylene C-based RRAM Array for Neuromorphic Applications
Kim, Jo-Eun, Kim, Boram, Kwon, Hui Tae, Kim, Jaesung, Kim, Kyungmin, Park, Dong-Wook, Kim, Yoon
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
Automatic segmentation and classification of frontal sinuses for sex determination from CBCT scans using a two-stage anatomy-guided attention network
da Silva, Renan Lucio Berbel, Yang, Su, Kim, DaEl, Kim, Jun Ho, Lim, Sang-Heon, Han, Jiyong, Kim, Jun-Min, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in Scientific reports (23.05.2024)
Published in Scientific reports (23.05.2024)
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Journal Article
Comparison of 2D, 2.5D, and 3D segmentation networks for mandibular canals in CBCT images: a study on public and external datasets
Yang, Su, Jeong, Jong Soo, Song, Dahyun, Han, Ji Yong, Lim, Sang-Heon, Kim, Sujeong, Yoo, Ji-Yong, Kim, Jun-Min, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in BMC oral health (08.07.2025)
Published in BMC oral health (08.07.2025)
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Journal Article
Automatic classification of 3D positional relationship between mandibular third molar and inferior alveolar canal using a distance-aware network
Chun, So-Young, Kang, Yun-Hui, Yang, Su, Kang, Se-Ryong, Lee, Sang-Jeong, Kim, Jun-Min, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin
Published in BMC oral health (25.10.2023)
Published in BMC oral health (25.10.2023)
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Journal Article
Deep learning-based apical lesion segmentation from panoramic radiographs
Song, Il-Seok, Shin, Hak-Kyun, Kang, Ju-Hee, Kim, Jo-Eun, Huh, Kyung-Hoe, Yi, Won-Jin, Lee, Sam-Sun, Heo, Min-Suk
Published in Imaging science in dentistry (01.12.2022)
Published in Imaging science in dentistry (01.12.2022)
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Journal Article
Automatic detection of teeth and dental treatment patterns on dental panoramic radiographs using deep neural networks
Choi, Hye-Ran, Siadari, Thomhert Suprapto, Kim, Jo-Eun, Huh, Kyung-Hoe, Yi, Won-Jin, Lee, Sam-Sun, Heo, Min-Suk
Published in Forensic sciences research (03.07.2022)
Published in Forensic sciences research (03.07.2022)
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Journal Article
SinusC-Net for automatic classification of surgical plans for maxillary sinus augmentation using a 3D distance-guided network
Hwang, In-Kyung, Kang, Se-Ryong, Yang, Su, Kim, Jun-Min, Kim, Jo-Eun, Huh, Kyung-Hoe, Lee, Sam-Sun, Heo, Min-Suk, Yi, Won-Jin, Kim, Tae-Il
Published in Scientific reports (19.07.2023)
Published in Scientific reports (19.07.2023)
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Journal Article
Primary malignant melanoma of the parotid gland, a rare case arising from a duct: a case report and literature review
Aung, Moe Thu Zar, Kim, Jo-Eun, Yoon, Hye-Jung, Huh, Kyoung-Hoe, Yi, Won-Jin, Heo, Min-Suk, Lee, Sam-Sun
Published in Frontiers in oncology (06.06.2024)
Published in Frontiers in oncology (06.06.2024)
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Journal Article