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Sang-sun Han

Yonsei University · Dentistry

About the Lab

Professor Sang-sun Han's research lab specializes in advanced dental imaging and diagnostic methodologies, focusing on improving the accuracy and clinical utility of medical imaging in maxillofacial disorders. The lab investigates the diagnostic value of cone-beam CT (CBCT) and magnetic resonance imaging (MRI) in temporomandibular joint (TMJ) disorders, with an emphasis on correlating imaging findings with clinical symptoms. Key research directions include optimizing digital workflows for prosthetic applications using CBCT-derived models and developing objective, quantitative tools for assessing jaw kinematics. The lab also explores rare anatomical variations, such as the retromolar canal, to enhance surgical safety and patient outcomes.

dental imagingTMJ disordersCBCTMRI diagnosticsdigital dentistry

Research Overview

Papers
137
Total Citations
2,190
Papers (5y)
57
Primary Field
Dentistry

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
57total
2022
2023
2024
2025
2026
Citations per year (5y)
421total
20222023202420252026

Selected Papers

15
1
Article|191 citations·2019
Application of a fully deep convolutional neural network to the automation of tooth segmentation on panoramic radiographs
Jeong Hee Lee, Sang‐Sun Han, Young Hyun Kim, Chena Lee, Inhyeok Kim
SJR Q2Oral Surgery Oral Medicine Oral Pathology and Oral RadiologyOA
Oral SurgeryDentistry
2
Article|97 citations·2017
Strut analysis for osteoporosis detection model using dental panoramic radiography
Jae Joon Hwang, Jeong Hee Lee, Sang‐Sun Han, Young Hyun Kim, Ho-Gul Jeong, Yoon Jeong Choi, Wonse Park
SJR Q1Dentomaxillofacial RadiologyOA

OBJECTIVES: The aim of this study was to identify variables that can be used for osteoporosis detection using strut analysis, fractal dimension (FD) and the gray level co-occurrence matrix (GLCM) using multiple regions of interest and to develop an osteoporosis detection model based on panoramic radiography. METHODS: A total of 454 panoramic radiographs from oral examinations in our dental hospital from 2012 to 2015 were randomly selected, equally distributed among osteoporotic and non-osteoporo

Oral SurgeryDentistry
3
Article|64 citations·2019
CT-like MRI using the zero-TE technique for osseous changes of the TMJ
Chena Lee, Kug Jin Jeon, Sang‐Sun Han, Young Hyun Kim, Yoon Joo Choi, Ari Lee, Jong Hoon Choi
SJR Q1Dentomaxillofacial RadiologyOA

OBJECTIVE: This study was conducted to assess the clinical usability of the zero-echo time (ZTE) technique of MRI for evaluating bone changes of the temporomandibular joint (TMJ) in comparison with CBCT. METHODS: Twenty patients with TMJ disorder who underwent both CBCT and MRI were randomly selected. CBCT images were obtained with an Alphard 3030 device (Asahi Roentgen Ind., Co. Ltd, Kyoto, Japan). MRIs were obtained using a 3.0 T scanner (Pioneer; GE Healthcare, Waukesha, WI, USA) and a 21-cha

Complementary and Manual TherapyHealth Professions
4
Article|62 citations·2022
Deep learning-based fully automatic segmentation of the maxillary sinus on cone-beam computed tomographic images
Hanseung Choi, Kug Jin Jeon, Young Hyun Kim, Eun-Gyu Ha, Chena Lee, Sang‐Sun Han
SJR Q1Scientific ReportsOA

The detection of maxillary sinus wall is important in dental fields such as implant surgery, tooth extraction, and odontogenic disease diagnosis. The accurate segmentation of the maxillary sinus is required as a cornerstone for diagnosis and treatment planning. This study proposes a deep learning-based method for fully automatic segmentation of the maxillary sinus, including clear or hazy states, on cone-beam computed tomographic (CBCT) images. A model for segmentation of the maxillary sinuses w

Oral SurgeryDentistry
5
Article|43 citations·2014
Cone beam CT findings of retromolar canals in a Korean population
Sang‐Sun Han, Young-Sun Hwang
SJR Q2Surgical and Radiologic AnatomyOA
Oral SurgeryDentistry
6
Article|31 citations·2021
Analysis of three-dimensional imaging findings and clinical symptoms in patients with temporomandibular joint disorders
Kug Jin Jeon, Chena Lee, Yoon Joo Choi, Sang‐Sun Han
SJR Q2Quantitative Imaging in Medicine and SurgeryOA

CBCT findings had little to do with clinical symptoms. In contrast, MRI findings, including disc configuration, internal derangement, and joint effusion, were associated with clinical symptoms. These results suggest that MRI should be recommended over CBCT for the proper diagnosis of TMD patients.

Complementary and Manual TherapyHealth Professions
7
Article|30 citations·2014
Double mandibular foramen leading to the accessory canal on the mandibular ramus
Young-Yuhn Choi, Sang‐Sun Han
SJR Q2Surgical and Radiologic AnatomyOA
Oral SurgeryDentistry
8
Article|27 citations·2016
Accessory mental foramina associated with neurovascular bundle in Korean population
Sang‐Sun Han, Jae Joon Hwang, Ho-Gul Jeong
SJR Q2Surgical and Radiologic AnatomyOA
Oral SurgeryDentistry
9
Article|24 citations·2019
Site-specific and time-course changes of postmenopausal osteoporosis in rat mandible: comparative study with femur
Chena Lee, Jeong Hee Lee, Sang‐Sun Han, Young Hyun Kim, Yoon Joo Choi, Kug Jin Jeon, Hoi‐In Jung
SJR Q1Scientific ReportsOA

Although the effects of osteoporosis on the skeleton are well studied, site-specific and long-term studies on the mandible are still lacking. This study investigated the time-course changes of the bone microarchitecture in the mandibular condyle in comparison to the corresponding changes in the alveolar bone, body of the mandible, and femur. Thirty-six 11-week-old female Sprague-Dawley rats were divided into ovariectomized (OVX) (24 rats) and sham (12 rats) groups. The right femur and mandible w

Orthopedics and Sports MedicineMedicine
10
Article|24 citations·2023
Automatic diagnosis of true proximity between the mandibular canal and the third molar on panoramic radiographs using deep learning
Kug Jin Jeon, Hanseung Choi, Chena Lee, Sang‐Sun Han
SJR Q1Scientific ReportsOA

Evaluating the mandibular canal proximity is crucial for planning mandibular third molar extractions. Panoramic radiography is commonly used for radiological examinations before third molar extraction but has limitations in assessing the true contact relationship between the third molars and the mandibular canal. Therefore, the true relationship between the mandibular canal and molars can be determined only through additional cone-beam computed tomography (CBCT) imaging. In this study, we aimed

Oral SurgeryDentistry
11
Article|23 citations·2020
Accuracy evaluation of 3D printed interim prosthesis fabrication using a CBCT scanning based digital model
Young Hyun Kim, Bock‐Young Jung, Sang‐Sun Han, Chang-Woo Woo
SJR Q1PLoS ONEOA

The marginal gap of the fabricated interim crowns based on CBCT STL data was within the acceptable range of clinical success. Through ongoing developments of high-resolution CBCT and the digital model conversion technique, CBCT might be an alternative method to acquire digital models for interim crown fabrication.

OrthodonticsDentistry
12
Article|23 citations·2021
A fully automated method of human identification based on dental panoramic radiographs using a convolutional neural network
Young Hyun Kim, Eun-Gyu Ha, Kug Jin Jeon, Chena Lee, Sang‐Sun Han
SJR Q1Dentomaxillofacial RadiologyOA

OBJECTIVES: This study aimed to develop a fully automated human identification method based on a convolutional neural network (CNN) with a large-scale dental panoramic radiograph (DPR) data set. METHODS: In total, 2760 DPRs from 746 subjects who had 2-17 DPRs with various changes in image characteristics due to various dental treatments (tooth extraction, oral surgery, prosthetics, orthodontics, or tooth development) were collected. The test data set included the latest DPR of each subject (746

ArcheologyArts and Humanities
13
Article|19 citations·2023
Automatic diagnosis of retention pseudocyst in the maxillary sinus on panoramic radiographs using a convolutional neural network algorithm
Eun-Gyu Ha, Kug Jin Jeon, Hanseung Choi, Chena Lee, Yoon Joo Choi, Sang‐Sun Han
SJR Q1Scientific ReportsOA

The evaluation of the maxillary sinus is very important in dental practice such as tooth extraction and implantation because of its proximity to the teeth, but it is not easy to evaluate because of the overlapping structures such as the maxilla and the zygoma on panoramic radiographs. When doom-shaped retention pseudocysts are observed in sinus on panoramic radiographs, they are often misdiagnosed as cysts or tumors, and additional computed tomography is performed, resulting in unnecessary radia

Oral SurgeryDentistry
14
Article|19 citations·2017
Morphological analysis of the lower second premolar for age estimation of Korean adults
Jeong Hee Lee, Chena Lee, Bulgan Battulga, Ji Yeon Na, Jae Joon Hwang, Young Hyun Kim, Sang‐Sun Han
SJR Q1Forensic Science InternationalOA
ArcheologyArts and Humanities
15
Article|18 citations·2021
Quantitative analysis of the mouth opening movement of temporomandibular joint disorder patients according to disc position using computer vision: a pilot study
Kug Jin Jeon, Young Hyun Kim, Eun-Gyu Ha, Han Seung Choi, Hyung‐Joon Ahn, Jeong Ryong Lee, Dosik Hwang, Sang‐Sun Han
SJR Q2Quantitative Imaging in Medicine and SurgeryOA

The developed mouth opening tracing system was reliable. It presented objective and quantitative information about different trajectories from those associated with a normal disc position in mouth opening and closing movements. This system will be helpful to clinicians when it is difficult to obtain information through MRI.

Complementary and Manual TherapyHealth Professions

Research Areas

Oral SurgeryComplementary and Manual TherapyRadiology, Nuclear Medicine and ImagingBiomedical EngineeringPhysiologyOrthodontics

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