no code implementations • IEEE Journal of Biomedical and Health Informatics 2020 • Kanghan Oh, Il-Seok Oh, Van Nhat Thang Le, and Dae-Woo Lee
In this study, we present a novel framework that allows a Convolutional Neural Network (CNN) to learn richer anatomical context features during training.
no code implementations • 25 Sep 2019 • Kanghan Oh, Sungchan Kim, Il-Seok Oh
Explaining the prediction of deep models has gained increasing attention to increase its applicability, even spreading it to life-affecting decisions.
no code implementations • 31 Jul 2018 • Dasom Seo, Kanghan Oh, Il-Seok Oh
The experimental results demonstrate that the regional multi-scale method produces much more class-discriminative and visually pleasing saliency maps.