| Towards a rigorous evaluation of time-series anomaly detection S Kim, K Choi, HS Choi, B Lee, S Yoon Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7194-7201, 2022 | 166 | 2022 |
| Deep recurrent neural network-based identification of precursor micrornas S Park, S Min, HS Choi, S Yoon Advances in Neural Information Processing Systems 30, 2017 | 126* | 2017 |
| Biometric authentication using noisy electrocardiograms acquired by mobile sensors HS Choi, B Lee, S Yoon IEEE access 4, 1266-1273, 2016 | 122 | 2016 |
| Pre-training of deep bidirectional protein sequence representations with structural information S Min, S Park, S Kim, HS Choi, B Lee, S Yoon IEEE Access 9, 123912-123926, 2021 | 70 | 2021 |
| The message passing neural networks for chemical property prediction on SMILES J Jo, B Kwak, HS Choi, S Yoon Methods 179, 65-72, 2020 | 60 | 2020 |
| FingerNet: Deep learning-based robust finger joint detection from radiographs S Lee, M Choi, H Choi, MS Park, S Yoon 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2015 | 50 | 2015 |
| AnomiGAN: Generative adversarial networks for anonymizing private medical data H Bae, D Jung, HS Choi, S Yoon Pacific Symposium on Biocomputing 2020, 563-574, 2019 | 40 | 2019 |
| Computer aided facial bone fracture diagnosis (CA-FBFD) system based on object detection model G Moon, S Kim, W Kim, Y Kim, Y Jeong, HS Choi IEEE Access 10, 79061-79070, 2022 | 32 | 2022 |
| Pediatric sleep stage classification using multi-domain hybrid neural networks Y Jeon, S Kim, HS Choi, YG Chung, SA Choi, H Kim, S Yoon, H Hwang, ... IEEE Access 7, 96495-96505, 2019 | 30 | 2019 |
| Imbalanced data classification via cooperative interaction between classifier and generator HS Choi, D Jung, S Kim, S Yoon IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3343-3356, 2021 | 29 | 2021 |
| Deep learning based low-cost high-accuracy diagnostic framework for dementia using comprehensive neuropsychological assessment profiles HS Choi, JY Choe, H Kim, JW Han, YK Chi, K Kim, J Hong, T Kim, TH Kim, ... BMC geriatrics 18, 1-12, 2018 | 25 | 2018 |
| Pixelsteganalysis: Pixel-wise hidden information removal with low visual degradation D Jung, H Bae, HS Choi, S Yoon IEEE Transactions on Dependable and Secure Computing 20 (1), 331-342, 2021 | 22 | 2021 |
| Towards high generalization performance on electrocardiogram classification H Han, S Park, S Min, HS Choi, E Kim, H Kim, S Park, J Kim, J Park, J An, ... 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 21 | 2021 |
| Bag of tricks for electrocardiogram classification with deep neural networks S Min, HS Choi, H Han, M Seo, JK Kim, J Park, S Jung, IY Oh, B Lee, ... 2020 Computing in Cardiology, 1-4, 2020 | 20 | 2020 |
| Electroencephalographic resting-state functional connectivity of benign epilepsy with centrotemporal spikes HS Choi, YG Chung, SA Choi, S Ahn, H Kim, S Yoon, H Hwang, KJ Kim Journal of Clinical Neurology (Seoul, Korea) 15 (2), 211, 2019 | 18 | 2019 |
| XGBoost-based instantaneous drowsiness detection framework using multitaper spectral information of electroencephalography HS Choi, S Kim, JE Oh, JE Yoon, JA Park, CH Yun, S Yoon Proceedings of the 2018 ACM International Conference on Bioinformatics …, 2018 | 18 | 2018 |
| Learning-based instantaneous drowsiness detection using wired and wireless electroencephalography HS Choi, S Min, S Kim, H Bae, JE Yoon, I Hwang, D Oh, CH Yun, S Yoon IEEE Access 7, 146390-146402, 2019 | 17 | 2019 |
| DNA privacy: analyzing malicious DNA sequences using deep neural networks H Bae, S Min, HS Choi, S Yoon IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (2 …, 2020 | 16 | 2020 |
| hc-OTU: A fast and accurate method for clustering operational taxonomic units based on homopolymer compaction S Park, H Choi, B Lee, J Chun, JH Won, S Yoon IEEE/ACM transactions on computational biology and bioinformatics 15 (2 …, 2016 | 16 | 2016 |
| Early prediction of mortality for septic patients visiting emergency room based on explainable machine learning: a real-world multicenter study SW Park, NY Yeo, S Kang, T Ha, TH Kim, DH Lee, D Kim, S Choi, M Kim, ... Journal of Korean Medical Science 39 (5), 2024 | 10 | 2024 |
