Enhancement of evaluating flatfoot on a weight-bearing lateral radiograph of the foot with U-Net based semantic segmentation on the long axis of tarsal and metatarsal bones in an active learning manner. - Seung Min Ryu; Keewon Shin; Soo Wung Shin; Seungjun Lee; Namkug Kim (Comput. Biol. Medicine, 2022)

Automated landmark identification for diagnosis of the deformity using a cascade convolutional neural network (FlatNet) on weight-bearing lateral radiographs of the foot. - Seung Min Ryu; Keewon Shin; Soo Wung Shin; Sun Ho Lee; Su Min Seo; Seung-uk Cheon; Seung-Ah Ryu; Jun-Sik Kim 003; Sunghwan Ji; Namkug Kim (Comput. Biol. Medicine, 2022)

Communicating Unexpectedness for Out-of-Distribution Multi-Agent Reinforcement Learning. - Min Whoo Lee; Kibeom Kim; Soo Wung Shin; Minsu Lee; Byoung-Tak Zhang (CoRR, 2025)