Publications

DCrownFormer+: Morphology-aware Mesh Generation and Refinement Transformer for Dental Crown Prosthesis from 3D Scan Data of Preparation and Antagonist Teeth

Su Yang, Ji Yong Han, Sang-Heon Lim, Sujeong Kim, Jungro Lee, Keun-Suh Kim, Jun-Min Kim, Won-Jin Yi

2025.10

Medical Image Analsys

Comparison of 2D, 2.5D, and 3D segmentation networks for mandibular canals in CBCT images: A study on public and external datasets”, BMC Oral Health

Su Yang, Jong Soo Jeong, Dahyun Song, Ji Yong Han, Sang-Heon Lim, Sujeong Kim, Ji-Yong Yoo, Jun-Min Kim, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Min-Suk Heo & Won-Jin Yi

2025.07.08

BMC Oral Health

CACSNet for automatic robust classification and segmentation of carotid artery calcification on panoramic radiographs using a cascaded deep learning network

Suh-Woo Yoo*, Su Yang*, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sum Lee, Min-Suk Heo & Won-Jin Yi†.

2024.06.17

Scientific Reports, 14(13894).

Automatic segmentation and classification of frontal sinuses for sex determination from CBCT scans using a two-stage anatomy-guided attention network

Renan Lucio Berbel da Silva*, Su Yang*, DaEl Kim*, Jun Ho Kim, Sang-Heon Lim, Jiyong Han, Jun-Min Kim, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Min-Suk Heo† & Won-Jin Yi†.

2024.05.23

Scientific Reports, 14(11750).

Automatic and robust estimation of sex and chronological age from panoramic radiographs using a multi-task deep learning network: a study on a South Korean population

Se-Jin Park*, Su Yang*, Jun-Min Kim, Ju-Hee Kang, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Won-Jin Yi† & Min-Suk Heo†.

2024.05.12

International Journal of Legal Medicine, () : 1-17.

MAFNet: A deep multi-scale attentive fusion network for virtual osteotomy of maxillofacial bones in CT images containing metal artifacts

Su Yang*, Ji-Yong Yoo, Sang-Jeong Lee, Se-Ryong Kang, Jun-Min Kim, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Min-Suk Heo, Hoon Joo Yang† & Won-Jin Yi†.

2024.05.04

Biomedical Signal Processing and Control, 95(106411).