WooSang Shin

Automated defect inspection system for metal surfaces based on deep learning and data augmentation

Jong Pil Yun, WooSang Shin, Gyogwon Koo et al. · Journal of Manufacturing Systems · 2020 · 248 citations

Data Augmentation, Convolutional Neural Network, Machine Vision +10

Deep learning based prediction of extraction difficulty for mandibular third molars

Jeong-Hun Yoo, Han-Gyeol Yeom, WooSang Shin et al. · Scientific Reports · 2021 · 105 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals

WooSang Shin, Han-Gyeol Yeom, Ga Hyung Lee et al. · BMC Oral Health · 2021 · 89 citations · Full text

Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs

Su-Jin Jeon, Jong-Pil Yun, Han-Gyeol Yeom et al. · Dentomaxillofacial Radiology · 2021 · 65 citations · Full text

Anomaly Detection using Score-based Perturbation Resilience

WooSang Shin, Jong‐Hyeon Lee, Tae-Han Lee et al. · 2023 · 21 citations

Anomaly Detection, Machine Learning, Engineering +17