| 2026 | Multimodal deep learning with anatomically constrained attention for screening MRI-detectable TMJ abnormalities from panoramic images | NPJ DIGITAL MEDICINE(Nature partner journals digital medicine Digital medicine) |
| 2026 | Morphological analysis of anatomical structure of nasopharynx in cone-beam computed tomography in Korean population
| IMAGING SCIENCE IN DENTISTRY |
| 2025 | Evaluation of deep learning MRI reconstruction for dental implant crowns in a phantom study
| SCIENTIFIC REPORTS |
| 2025 | Leveraging multimodal large language model chatbots in oral radiology: a comprehensive evaluation using questions from a Korean dental university | DENTOMAXILLOFACIAL RADIOLOGY |
| 2025 | Palatal bone healing after removal of miniscrew-assisted rapid palatal expansion devices | AMERICAN JOURNAL OF ORTHODONTICS AND DENTOFACIAL ORTHOPEDICS |
| 2025 | Unexpected delayed orofacial symptoms induced by facial cosmetic filler: A report of 3 cases
| IMAGING SCIENCE IN DENTISTRY |
| 2025 | Deep learning reconstruction for temporomandibular joint MRI: diagnostic interchangeability, image quality, and scan time reduction | EUROPEAN RADIOLOGY |
| 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 | Magnetic resonance image generation using enhanced TransUNet in temporomandibular disorder patients | DENTOMAXILLOFACIAL RADIOLOGY |
| 2025 | Development of 10 principles of radiation protection in oral and maxillofacial radiology
| IMAGING SCIENCE IN DENTISTRY |
| 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 | 대한치의학회 영문학회지 |
| 2025 | Style harmonization of panoramic radiography using deep learning | ORAL RADIOLOGY |
| 2024 | Developing evidence-based clinical imaging guidelines for the diagnosis of vertically fractured teeth
| ORAL RADIOLOGY |
| 2024 | Image quality-based dose optimization in pediatric cone-beam computed tomography: A pilot methodological study
| IMAGING SCIENCE IN DENTISTRY |
| 2024 | 치과분야 영상검사의 국가선량관리시스템 마련을 위한 기반 연구
| Public Health Weekly Report |
| 2024 | A rare case report of ameloblastic fibrodentinoma with imaging features in a pediatric patient
| IMAGING SCIENCE IN DENTISTRY |
| 2024 | CT and MR imaging findings of head and neck chondrosarcoma | ORAL RADIOLOGY |
| 2024 | Mucosa-Associated Lymphoid Tissue Lymphoma of the Labial Minor Salivary Glands: Case Report
| Journal of Oral Medicine and Pain |
| 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 | Perforators Detected in Computed Tomography Angiography for Anterolateral Thigh Free Flap: Am I the Only One Who Feels Inaccurate?
| JOURNAL OF CLINICAL MEDICINE |
| 2023 | An Endodontic Forecasting Model Based on the Analysis of Preoperative Dental Radiographs: A Pilot Study on an Endodontic Predictive Deep Neural Network | JOURNAL OF ENDODONTICS |
| 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 | 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 | 5년간 연세대학교 치과대학병원 소아청소년의 치과 방사선 검사 및 유효선량 조사
| Journal of the Korean Dental Association(대한치과의사협회지) |
| 2022 | Performance comparison of three deep learning models for impacted mesiodens detection on periapical radiographs
| SCIENTIFIC REPORTS |
| 2022 | Clinical validation of the 3-dimensional double-echo steady-state with water excitation sequence of MR neurography for preoperative facial and lingual nerve identification
| IMAGING SCIENCE IN DENTISTRY |
| 2022 | Deep learning-based fully automatic segmentation of the maxillary sinus on cone-beam computed tomographic images
| SCIENTIFIC REPORTS |
| 2022 | Sclerosing polycystic adenosis arising in the parotid gland with trismus: a case report and literature review
| Journal of the Korean Association of Oral and Maxillofacial Surgeons(대한구강악안면외과학회지) |
| 2022 | Imaging feature of cosmetic fillers in cone-beam computed tomography and its dental consideration
| HEAD & FACE MEDICINE |
| 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 | Canal configuration and root morphology of mandibular premolars using cone-beam computed tomography in a Korean population | CLINICAL ORAL INVESTIGATIONS |
| 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 |
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