Publications

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).

Deep learning-based automatic segmentation of the mandibular canal on panoramic radiographs: A multi-device study

Moe Thu Zar Aung*, Sang-Heon Lim*, Jiyong Han, Su Yang, Ju-Hee Kang, Jo-Eun Kim, Kyung-Hoe Huh, Won-Jin Yi, Min-Suk Heo, and Sam-Sun Lee

2024.02.22

Imanging Science in Dentistry, 54(1) : 81-91.

Automatic Detection of Posterior Superior Alveolar Artery in Dental Cone-beam CT Images Using a Deeply Supervised Multi-scale 3D Network

Jae-An Park*, DaEl Kim*, Su Yang, Ju-Hee Kang, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Won-Jin Yi†, Min-Suk Heo† (*Co-first authors).

2023.12.13

Dentomaxillofacial Radiology, 53(1)