Seong-Hun Kim
Kyung Hee University · Dentistry
About the Lab
Professor Seong-Hun Kim's research lab specializes in digital orthodontics and implant dentistry, focusing on the development of advanced imaging and computational techniques for precise dental diagnosis and treatment planning. The lab integrates cone-beam computed tomography (CBCT), 3D digital modeling, and artificial intelligence—particularly multi-stage convolutional neural networks—for automated cephalometric landmark detection and virtual surgical splint design. A key research direction involves evaluating the biomechanical stability of orthodontic mini-implants, especially comparing surface-treated (SLA) and machined implants in animal models. The lab also explores molecular mechanisms underlying gamma-secretase complex function, particularly the structural interactions of presenilin and PEN-2 in Alzheimer’s disease-related pathways.
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
15OBJECTIVE: To test the hypothesis that there is no difference in the stability and resistance to rotational moments of early loaded sandblasted and acid-etched (SLA) mini-implants and those of machined-surface implants of the same size and shape. MATERIALS AND METHODS: A randomized complete block design was used in 12 skeletally mature male beagle dogs. Ninety-six orthodontic mini-implants were tested. Two types of implants were used: some had SLA surface treatment and some had machined surfaces
Macromolecular complexes containing presenilins (PS1 and PS2), nicastrin, anterior pharynx defective phenotype 1 (APH-1), and PS enhancer 2 (PEN-2) mediate the intramembranous, gamma-secretase cleavage of beta-amyloid precursor protein (APP), Notch, and a variety of type 1 membrane proteins. We previously demonstrated that PEN-2 is critical for promoting endoproteolysis of PS1 and that the proximal two-thirds of transmembrane domain (TMD) 1 of PEN-2 is required for binding with PS1. In this stud
Macromolecular complexes containing presenilins (PS), nicastrin (NCT), APH-1, and PEN-2 mediate the gamma-secretase cleavage of the beta-amyloid precursor protein and Notch. APH-1 and NCT stabilize the PS1 holoprotein, whereas PEN-2 is critical for endoproteolysis of PS1. To define the structural domains of PEN-2 that are necessary for mediating PS1 endoproteolysis and gamma-secretase activity, we coexpressed APH-1, NCT, and PS1 together with a series of PEN-2 mutants, which harbored deletions i
This study was designed to develop and verify a fully automated cephalometry landmark identification system, based on multi-stage convolutional neural networks (CNNs) architecture, using a combination dataset. In this research, we trained and tested multi-stage CNNs with 430 lateral and 430 MIP lateral cephalograms synthesized by cone-beam computed tomography (CBCT) to make a combination dataset. Fifteen landmarks were manually and respectively identified by experienced examiner, at the preproce
Research Areas
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