Hyun-Soo Choi

40 papers A* 3C 2Misc 1Journal 24Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Unified model with random penalty entropy loss for robust nasogastric tube placement analysis in X-ray.
Comput. Medical Imaging Graph.
Gwiseong Moon, Kyoung Min Moon, Inseo Park, Kanghee Lee, Doohee Lee, Woojin Kim, Yoon Kim, Ji Young Hong, Hyun-Soo Choi
2025 — conf
Dash: Deep-Learning-Based Apnea Screening with AHI Estimation from Single-Lead ECG.
BIBM
Won-Seok Hong, Seunghun Choi, Kwon Hong, Woo Hyun Lee, Hyun-Soo Choi
2025 J jnl
FTP: Filtered Temporal-Population for time series encoding in Spiking Neural Network.
ICT Express
Hyunwon Lee, Won-Seok Hong, Kwon Hong, Hyun-Soo Choi
2025 A* conf
Higher-Order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions.
ICDM
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
2025 — conf
Predictive AI Model for Endotracheal Intubation Timing in Critically Ill Patients.
MedInfo
Yeonjeong Heo, Minkyu Kim, Tae-Hoon Kim, Dohyun Kim, Da Hye Moon, Hyun-Soo Choi, Seon-Sook Han
2025 — conf
Structure-Aware Deep Segmentation of Nasogastric Tubes: A Benchmark of Modern Topological Losses and Augmentations.
BIBM
Inseo Park, Yoon Sil Jang, Gwiseong Moon, Hyun-Soo Choi, Kyoung Min Moon
2025 — conf
TUBA: AI-Assisted Nasogastric Tube Placement Assessment System.
AMAI@MICCAI
Gwiseong Moon, Kyoung Min Moon, Inseo Park, Kanghee Lee, Doohee Lee, Woojin Kim, Yoon Kim, Hyun-Soo Choi
2024 J jnl
Explicit Feature Interaction-Aware Graph Neural Network.
IEEE Access
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
2024 J jnl
Physical Frictions and Digital Banking Adoption.
Manag. Sci.
Hyun-Soo Choi, Roger K. Loh
2024 J jnl
Shared Knowledge-Based Contrastive Federated Learning for Partial Discharge Diagnosis in Gas-Insulated Switchgear.
IEEE Access
Vo-Nguyen Tuyet-Doan, Youngwoo Youn, Hyun-Soo Choi, Yong-Hwa Kim
2024 J jnl
Very fast, high-resolution aggregation 3D detection CAM to quickly and accurately find facial fracture areas.
Comput. Methods Programs Biomed.
Gwiseong Moon, Doohee Lee, Woojin Kim, Yoon Kim, Kun Yong Sung, Hyun-Soo Choi
2023 C conf
Disease Prediction with Heterogeneous Graph of Electronic Health Records and Toxicogenomics Data.
DATA
Jihyeong Park, Hyun-Soo Choi, Sunhwa Jo, Jinho Kim
2023 J jnl
Multi-View Computed Tomography Network for Osteoporosis Classification.
IEEE Access
Dong Hwan Hwang, So Hyeon Bak, Tae-Jun Ha, Yoon Kim, Woojin Kim, Hyun-Soo Choi
2023 A* conf
On the Impact of Knowledge Distillation for Model Interpretability.
ICML
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
2023 J jnl
On the Impact of Knowledge Distillation for Model Interpretability.
CoRR
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
2023 J jnl
PixelSteganalysis: Pixel-Wise Hidden Information Removal With Low Visual Degradation.
IEEE Trans. Dependable Secur. Comput.
Dahuin Jung, Ho Bae, Hyun-Soo Choi, Sungroh Yoon
2022 J jnl
Computer Aided Facial Bone Fracture Diagnosis (CA-FBFD) System Based on Object Detection Model.
IEEE Access
Gwiseong Moon, Seola Kim, Woojin Kim, Yoon Kim, Yeonjin Jeong, Hyun-Soo Choi
2022 J jnl
DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ho Bae, Seonwoo Min, Hyun-Soo Choi, Sungroh Yoon
2022 J jnl
Explicit Feature Interaction-aware Graph Neural Networks.
CoRR
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
2022 J jnl
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions.
CoRR
Minkyu Kim, Hyun-Soo Choi, Jinho Kim
2022 J jnl
Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator.
IEEE Trans. Neural Networks Learn. Syst.
Hyun-Soo Choi, Dahuin Jung, Siwon Kim, Sungroh Yoon
2022 A* conf
Towards a Rigorous Evaluation of Time-Series Anomaly Detection.
AAAI
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2021 J jnl
Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information.
IEEE Access
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2021 J jnl
The Effect of Monetary Policy on Bank Wholesale Funding.
Manag. Sci.
Dong Beom Choi, Hyun-Soo Choi
2021 — conf
Towards High Generalization Performance on Electrocardiogram Classification.
CinC
Hyeongrok Han, Seongjae Park, Seonwoo Min, Hyun-Soo Choi, Eunji Kim, Hyunki Kim, Sangha Park, Jinkook Kim, Junsang Park, Junho An, Kwanglo Lee, Wonsun Jeong, Sangil Chon, Kwonwoo Ha, Myungkyu Han, Sungroh Yoon
2021 J jnl
Towards a Rigorous Evaluation of Time-series Anomaly Detection.
CoRR
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2020 Misc conf
AnomiGAN: Generative Adversarial Networks for Anonymizing Private Medical Data.
PSB
Ho Bae, Dahuin Jung, Hyun-Soo Choi, Sungroh Yoon
2020 — conf
Bag of Tricks for Electrocardiogram Classification With Deep Neural Networks.
CinC
Seonwoo Min, Hyun-Soo Choi, Hyeongrok Han, Minji Seo, Jin-Kook Kim, Junsang Park, Sunghoon Jung, Il-Young Oh, Byunghan Lee, Sungroh Yoon
2019 J jnl
Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography.
IEEE Access
Hyun-Soo Choi, Seonwoo Min, Siwon Kim, Ho Bae, Jee Eun Yoon, Inha Hwang, Dana Oh, Chang-Ho Yun, Sungroh Yoon
2019 J jnl
Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks.
IEEE Access
Yonghoon Jeon, Siwon Kim, Hyun-Soo Choi, Yoon Gi Chung, Sun Ah Choi, Hunmin Kim, Sungroh Yoon, Hee Hwang, Ki Joong Kim
2019 J jnl
PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual Degradation.
CoRR
Dahuin Jung, Ho Bae, Hyun-Soo Choi, Sungroh Yoon
2019 J jnl
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information.
CoRR
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
2019 — conf
Prediction of Drug Classes with a Deep Neural Network using Drug Targets and Chemical Structure Data.
BIBM
Jeonghee Jo, Hyun-Soo Choi, Sungroh Yoon
2018 C conf
Detecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk.
BDCAT
Jongsun Lee, Hyun-Soo Choi, Yongkweon Jeon, Yongsik Kwon, Donghun Lee, Sungroh Yoon
2018 — conf
XGBoost-Based Instantaneous Drowsiness Detection Framework Using Multitaper Spectral Information of Electroencephalography.
BCB
Hyun-Soo Choi, Siwon Kim, Jung Eun Oh, Jee Eun Yoon, Jung Ah Park, Chang-Ho Yun, Sungroh Yoon
2018 J jnl
hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units Based on Homopolymer Compaction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Seunghyun Park, Hyun-Soo Choi, Byunghan Lee, Jongsik Chun, Joong-Ho Won, Sungroh Yoon
2017 — conf
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs.
NIPS
Seunghyun Park, Seonwoo Min, Hyun-Soo Choi, Sungroh Yoon
2016 J jnl
Biometric Authentication Using Noisy Electrocardiograms Acquired by Mobile Sensors.
IEEE Access
Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2016 J jnl
deepMiRGene: Deep Neural Network based Precursor microRNA Prediction.
CoRR
Seunghyun Park, Seonwoo Min, Hyun-Soo Choi, Sungroh Yoon
2015 — conf
FingerNet: Deep learning-based robust finger joint detection from radiographs.
BioCAS
Sungmin Lee, Minsuk Choi, Hyun-Soo Choi, Moon Seok Park, Sungroh Yoon