| 2025 | Assessing dental students' knowledge of panoramic radiographs and the importance of normal anatomy education
| BMC MEDICAL EDUCATION |
| 2025 | Automatic Prediction of TMJ Disc Displacement in CBCT Images Using Machine Learning | JOURNAL OF IMAGING INFORMATICS IN MEDICINE |
| 2025 | Quantitative evaluation of metal artifact reduction in CBCT under varying exposure modes and rod orientations
| SCIENTIFIC REPORTS |
| 2025 | Magnetic resonance image generation using enhanced TransUNet in temporomandibular disorder patients | DENTOMAXILLOFACIAL RADIOLOGY |
| 2025 | Deep learning image enhancement for confident diagnosis of TMJ osteoarthritis in zero-TE MR imaging
| DENTOMAXILLOFACIAL RADIOLOGY |
| 2025 | Quantitative evaluation of parotid gland dysfunction in patients with hyposalivation using magnetic resonance imaging mapping technique : Quantification of Parotid gland function using MRI
| BMC ORAL HEALTH |
| 2025 | Multivariable Analysis in Recovery of Mandibular Nerve Disturbance
| Journal of Korean Dental Science |
| 2025 | Three-dimensional analysis of root canal curvature in maxillary premolars using CBCT images
| SCIENTIFIC REPORTS |
| 2025 | Style harmonization of panoramic radiography using deep learning | ORAL RADIOLOGY |
| 2024 | Image quality-based dose optimization in pediatric cone-beam computed tomography: A pilot methodological study
| IMAGING SCIENCE IN DENTISTRY |
| 2024 | How well do large language model-based chatbots perform in oral and maxillofacial radiology?
| DENTOMAXILLOFACIAL RADIOLOGY |
| 2024 | A rare case report of ameloblastic fibrodentinoma with imaging features in a pediatric patient
| IMAGING SCIENCE IN DENTISTRY |
| 2024 | Relationship between Preoperative Maxillomandibular Transverse Discrepancy and Post-Surgical Stability in Class II Malocclusion
| APPLIED SCIENCES-BASEL |
| 2024 | Perceptions and attitudes of dental students and dentists in South Korea toward artificial intelligence: a subgroup analysis based on professional seniority
| BMC MEDICAL EDUCATION |
| 2024 | CT and MR imaging findings of head and neck chondrosarcoma | ORAL RADIOLOGY |
| 2024 | Attention-guided jaw bone lesion diagnosis in panoramic radiography using minimal labeling effort
| SCIENTIFIC REPORTS |
| 2024 | Evaluation of masticatory muscles in temporomandibular joint disorder patients using quantitative MRI fat fraction analysis—Could it be a biomarker?
| PLOS ONE |
| 2023 | Automatic diagnosis of true proximity between the mandibular canal and the third molar on panoramic radiographs using deep learning
| SCIENTIFIC REPORTS |
| 2023 | Radiomics-based sialadenitis staging in contrast-enhanced computed tomography and ultrasonography: a preliminary rat model study | ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY |
| 2023 | Development of deep learning model and evaluation in real clinical practice of lingual mandibular bone depression (Stafne cyst) on panoramic radiographs | DENTOMAXILLOFACIAL RADIOLOGY |
| 2023 | Refinement of image quality in panoramic radiography using a generative adversarial network | DENTOMAXILLOFACIAL RADIOLOGY |
| 2023 | Korean dental hygiene students' perceptions and attitudes toward artificial intelligence: An online survey | JOURNAL OF DENTAL EDUCATION |
| 2023 | Development and accuracy validation of a fat fraction imaging biomarker for sialadenitis in the parotid gland
| BMC ORAL HEALTH |
| 2023 | Multi-planar 2.5D U-Net for image quality enhancement of dental cone-beam CT
| PLOS ONE |
| 2023 | Parotid gland evaluation of menopausal women with xerostomia using the iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL-IQ) method of MRI: a pilot study | DENTOMAXILLOFACIAL RADIOLOGY |
| 2023 | Deep learning synthesis of cone-beam computed tomography from zero echo time magnetic resonance imaging
| SCIENTIFIC REPORTS |
| 2023 | Automatic diagnosis of retention pseudocyst in the maxillary sinus on panoramic radiographs using a convolutional neural network algorithm
| SCIENTIFIC REPORTS |
| 2023 | Radiomics approach to the condylar head for legal age classification using cone-beam computed tomography: A pilot study
| PLOS ONE |
| 2023 | Harmonization of robust radiomic features in the submandibular gland using multi-ultrasound systems: a preliminary study | DENTOMAXILLOFACIAL RADIOLOGY |
| 2023 | Comparison of the clinical usefulness of structured and free-text reports for interpretation of jaw lesions on cone beam computed tomography images | ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY |
| 2023 | Impact of physiological parameters on the parotid gland fat fraction in a normal population
| SCIENTIFIC REPORTS |
| 2022 | Synthesis of T2-weighted images from proton density images using a generative adversarial network in a temporomandibular joint magnetic resonance imaging protocol
| IMAGING SCIENCE IN DENTISTRY |
| 2022 | Unintentional temporomandibular joint disc reduction after orthognathic surgery: A case report with long-term imaging follow-up
| IMAGING SCIENCE IN DENTISTRY |
| 2022 | Performance comparison of three deep learning models for impacted mesiodens detection on periapical radiographs
| SCIENTIFIC REPORTS |
| 2022 | Deep learning-based fully automatic segmentation of the maxillary sinus on cone-beam computed tomographic images
| SCIENTIFIC REPORTS |
| 2022 | Imaging feature of cosmetic fillers in cone-beam computed tomography and its dental consideration
| HEAD & FACE MEDICINE |
| 2022 | Dental Radiography for Age Estimation: A Scoping Review | Journal of Korean Dental Science |
| 2022 | Transfer learning in a deep convolutional neural network for implant fixture classification: A pilot study
| IMAGING SCIENCE IN DENTISTRY |
| 2022 | A fully automated method of human identification based on dental panoramic radiographs using a convolutional neural network | DENTOMAXILLOFACIAL RADIOLOGY |
| 2022 | 영상치의학에서의 인공지능 기술 동향
| Journal of the Korean Dental Association(대한치과의사협회지) |
| 2022 | Canal configuration and root morphology of mandibular premolars using cone-beam computed tomography in a Korean population | CLINICAL ORAL INVESTIGATIONS |
| 2022 | Quantitative analysis of the mouth opening movement of temporomandibular joint disorder patients according to disc position using computer vision: a pilot study
| QUANTITATIVE IMAGING IN MEDICINE AND SURGERY |
| 2022 | Efficacy of corticosteroid ductal irrigation in acute salivary gland inflammation induced in a rat model
| IMAGING SCIENCE IN DENTISTRY |
| 2021 | Analysis of the mandibular canal course using unsupervised machine learning algorithm
| PLOS ONE |
| 2021 | Automatic detection of mesiodens on panoramic radiographs using artificial intelligence
| SCIENTIFIC REPORTS |
| 2021 | A fully deep learning model for the automatic identification of cephalometric landmarks
| IMAGING SCIENCE IN DENTISTRY |
| 2021 | Automated cortical thickness measurement of the mandibular condyle head on CBCT images using a deep learning method
| SCIENTIFIC REPORTS |
| 2021 | Deep learning neural networks to differentiate Stafne's bone cavity from pathological radiolucent lesions of the mandible in heterogeneous panoramic radiography
| PLOS ONE |
| 2021 | Synthetic magnetic resonance imaging for quantitative parameter evaluation of temporomandibular joint disorders | DENTOMAXILLOFACIAL RADIOLOGY |
| 2021 | 콘빔전산화단층영상을 활용한 한국인 하악 소구치의 근관 및 치근 형태의 후향적 연구
| Journal of Korean Academy of Advanced General Dentistry |
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