Seunghyeok Back

Statistics

Publications

Citations

455

H-Index

Active since

2019

Affiliations

Gwangju Institute of Science and Technology(Current)

Korea Atomic Energy Research Institute

Seunghyeok Back is an author at Gwangju Institute of Science and Technology specializing in machine learning, automatic sleep scoring, and electroencephalogram analysis.

ORCID

Publications per year

2019–2023

Publications

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 · 233 citations · Full text

Computing, Data Science, Neuroscience +17

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 · 67 citations

Computing, Computer Science, Robotics Engineering +17

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 · 63 citations · Full text

Computing, Computer Science, Dermatology +17

SleePyCo: Automatic sleep scoring with feature pyramid and contrastive learning

Seongju Lee, Yeonguk Yu, Seunghyeok Back et al. · Expert Systems with Applications · 2023 · 63 citations · Full text

Engineering, Neuroscience, Feature Engineering +16

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 · 18 citations · Full text

Engineering, Biomedical Engineering, Electrical Engineering +16

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