Seunghyeok Back

Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG

Hogeon Seo, Seunghyeok Back, Seongju Lee et al. · Biomedical Signal Processing and Control · 2020 · 229 citations · Full text

Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling

Seunghyeok Back, Joosoon Lee, Taewon Kim et al. · 2022 International Conference on Robotics and Automation (ICRA) · 2022 · 63 citations

Engineering, Field Robotics, 3D Computer Vision +16

Robust Skin Disease Classification by Distilling Deep Neural Network Ensemble for the Mobile Diagnosis of Herpes Zoster

Seunghyeok Back, Seongju Lee, Sungho Shin et al. · IEEE Access · 2021 · 57 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

SleePyCo: Automatic sleep scoring with feature pyramid and contrastive learning

Seongju Lee, Yeonguk Yu, Seunghyeok Back et al. · Expert Systems with Applications · 2023 · 53 citations · Full text

Sleep Disorders, Engineering, Machine Learning +23

Pilot study of a single-channel EEG seizure detection algorithm using machine learning

Seungjun Ryu, Seunghyeok Back, Seongju Lee et al. · Child s Nervous System · 2021 · 14 citations · Full text