| Deep learning-based diagnosis of Alzheimer’s disease using brain magnetic resonance images: An empirical study JS Kim, JW Han, JB Bae, DG Moon, J Shin, JE Kong, H Lee, HW Yang, ... Scientific Reports 12 (1), 18007, 2022 | 18 | 2022 |
| Diagnostic performance of deep learning-based automatic white matter hyperintensity segmentation for classification of the Fazekas scale and differentiation of subcortical … L Joo, WH Shim, CH Suh, SJ Lim, H Heo, WS Kim, E Hong, D Lee, J Sung, ... PLoS One 17 (9), e0274562, 2022 | 18 | 2022 |
| A missense variant in SHARPIN mediates Alzheimer’s disease-specific brain damages JY Park, D Lee, JJ Lee, J Gim, TI Gunasekaran, KY Choi, S Kang, AR Do, ... Translational psychiatry 11 (1), 590, 2021 | 17 | 2021 |
| Impact of particulate matter on the clinical characteristics of rhinitis JY Kim, DS Lee, HJ Woo, HG Kim, BS Son, MK Park, SN Hong The Laryngoscope 131 (6), E1753-E1759, 2021 | 3 | 2021 |
| A Case-Control Clinical Trial on a Deep Learning-Based Classification System for Diagnosis of Amyloid-Positive Alzheimer’s Disease JB Bae, S Lee, H Oh, J Sung, D Lee, JW Han, JS Kim, JH Kim, SE Kim, ... Psychiatry Investigation 20 (12), 1195, 2023 | 2* | 2023 |
| Machine learning-based quantification for disease uncertainty increases the statistical power of genetic association studies JY Park, JJ Lee, Y Lee, D Lee, J Gim, L Farrer, KH Lee, S Won Bioinformatics 39 (9), btad534, 2023 | 2 | 2023 |
| Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation W Jung, CH Suh, WH Shim, J Kim, D Lee, C Park, ST Kong, KH Jung, ... International Workshop on Machine Learning in Clinical Neuroimaging, 23-31, 2022 | 1 | 2022 |
| 통계적 혼합모형을 이용한 몽골 울란바토르 게르 내 PM2.5 농도 증가에 영향을 미치는 주요 요인 선별 D Lee, S Guak, D Kim, H Kim, S Lim, H Jo, K Lee 보건학논집 57 (1), 1-7, 2020 | 1 | 2020 |
| Cell-type-specific mapping of enhancers and target genes from single-cell multimodal data C Su, D Lee, P Jin, J Zhang bioRxiv, 2024 | | 2024 |
| Method for classification using deep learning model OH Hyunwoo, S Park, H Eunpyeong, D Lee US Patent App. 18/260,461, 2024 | | 2024 |
| Augmenting Magnetic Resonance Imaging with Tabular Features for Enhanced and Interpretable Medial Temporal Lobe Atrophy Prediction D Lee, CH Suh, J Kim, W Jung, C Park, KH Jung, ST Kong, WH Shim, ... International Workshop on Machine Learning in Clinical Neuroimaging, 125-134, 2022 | | 2022 |
| Method for predicting disease based on medical image OH Hyunwoo, S Park, S Jinkyeong, WJ Kim, H Eunpyeong, DS Lee US Patent App. 17/539,827, 2022 | | 2022 |
| Method for detecting white matter lesions based on medical image DS Lee, OH Hyunwoo, S Park, S Jinkyeong, H Eunpyeong, WJ Kim, ... US Patent App. 17/533,858, 2022 | | 2022 |
| Method for analyzing thickness of cortical region H Eunpyeong, J Wonmo, S Park, OH Hyunwoo, DS Lee, WJ Kim, ... US Patent App. 17/509,590, 2022 | | 2022 |
