| Multimodal deep learning of fundus abnormalities and traditional risk factors for cardiovascular risk prediction YC Lee, J Cha, I Shim, WY Park, SW Kang, DH Lim, HH Won npj Digital Medicine 6 (1), 14, 2023 | 38 | 2023 |
| Genome-wide association study of occupational attainment as a proxy for cognitive reserve H Ko, S Kim, K Kim, SH Jung, I Shim, S Cha, H Lee, B Kim, J Yoon, TH Ha, ... Brain 145 (4), 1436-1448, 2022 | 23 | 2022 |
| Association of genetic risk, lifestyle, and their interaction with obesity and obesity-related morbidities MS Kim, I Shim, AC Fahed, R Do, WY Park, P Natarajan, AV Khera, ... Cell metabolism 36 (7), 1494-1503. e3, 2024 | 18 | 2024 |
| Shared genetic background between parkinson’s disease and schizophrenia: A two-sample mendelian randomization study K Kim, S Kim, W Myung, I Shim, H Lee, B Kim, SK Cho, J Yoon, DK Kim, ... Brain Sciences 11 (8), 1042, 2021 | 16 | 2021 |
| Shared genetic architectures of subjective well-being in East Asian and European ancestry populations S Kim, K Kim, MY Hwang, H Ko, SH Jung, I Shim, S Cha, H Lee, B Kim, ... Nature human behaviour 6 (7), 1014-1026, 2022 | 12 | 2022 |
| Clinical utility of polygenic scores for cardiometabolic disease in Arabs I Shim, H Kuwahara, NN Chen, MO Hashem, L AlAbdi, M Abouelhoda, ... Nature Communications 14 (1), 6535, 2023 | 11 | 2023 |
| Prioritization of therapeutic targets for dyslipidemia using integrative multi-omics and multi-trait analysis MS Kim, M Song, B Kim, I Shim, DS Kim, P Natarajan, R Do, HH Won Cell Reports Medicine 4 (9), 2023 | 10 | 2023 |
| Large-scale cross-ancestry genome-wide meta-analysis of serum urate C Cho, B Kim, DS Kim, MY Hwang, I Shim, M Song, YC Lee, SH Jung, ... Nature communications 15 (1), 3441, 2024 | 9 | 2024 |
| Polygenic background modifies risk of coronary artery disease among individuals with heterozygous familial hypercholesterolemia LF Reeskamp, I Shim, JS Dron, S Ibrahim, TR Tromp, AC Fahed, AP Patel, ... JACC: Advances 2 (9), 100662, 2023 | 7 | 2023 |
| ICD2Vec: Mathematical representation of diseases YC Lee, SH Jung, A Kumar, I Shim, M Song, MS Kim, K Kim, W Myung, ... Journal of Biomedical Informatics 141, 104361, 2023 | 7 | 2023 |
| Shared genetic architectures of educational attainment in East Asian and European populations TT Chen, J Kim, M Lam, YF Chuang, YL Chiu, SC Lin, SH Jung, B Kim, ... Nature Human Behaviour 8 (3), 562-575, 2024 | 6 | 2024 |
| Massive underrepresentation of Arabs in genomic studies of common disease R Bhattacharya, NN Chen, I Shim, H Kuwahara, X Gao, FS Alkuraya, ... Genome medicine 15 (1), 99, 2023 | 6 | 2023 |
| Polygenic risk is associated with long-term coronary plaque progression and high-risk plaque NS Nurmohamed, I Shim, EL Gaillard, S Ibrahim, MJ Bom, JP Earls, ... Cardiovascular Imaging 17 (12), 1445-1459, 2024 | 5 | 2024 |
| Leveraging genetic overlap between irritability and psychiatric disorders to identify genetic variants of major psychiatric disorders K Jung, J Yoon, Y Ahn, S Kim, I Shim, H Ko, SH Jung, J Kim, H Kim, ... Experimental & Molecular Medicine 55 (6), 1193-1202, 2023 | 5 | 2023 |
| Multivariate genomic analysis of 5 million people elucidates the genetic architecture of shared components of the metabolic syndrome S Park, S Kim, B Kim, DS Kim, J Kim, Y Ahn, H Kim, M Song, I Shim, ... Nature Genetics 56 (11), 2380-2391, 2024 | 3 | 2024 |
| Genome-wide association analyses using machine learning-based phenotyping reveal genetic architecture of occupational creativity and overlap with psychiatric disorders H Kim, Y Ahn, J Yoon, K Jung, S Kim, I Shim, TH Park, H Ko, SH Jung, ... Psychiatry research 333, 115753, 2024 | 3 | 2024 |
| Association between genetically predicted leisure and social activities and cardiovascular disease and other health outcomes S Kim, H Ko, W Myung, J Yoon, K Kim, SH Jung, I Shim, S Cha, B Kim, ... Nature Cardiovascular Research, 1-11, 2025 | | 2025 |
| Genome-wide association study and polygenic risk score analysis for schizophrenia in a Korean population D Lee, JH Baek, Y Kim, BD Lee, EY Cho, EJ Joo, YM Ahn, SH Kim, ... Asian Journal of Psychiatry 102, 104203, 2024 | | 2024 |
| Body Mass Index Threshold for Obesity Should Be Personalized Based on Polygenic Score MS Kim, I Shim, B Kim, P Natarajan, R Do, WY Park, AV Khera, PT Ellinor, ... Circulation 148 (Suppl_1), A15901-A15901, 2023 | | 2023 |
| Interplay of Genomic and Conventional Risk for Cardiometabolic Disease in Saudi Arabia I Shim, H Kuwahara, NN Chen, M Hashem, L AlAbdi, X Gao, ... Circulation 146 (Suppl_1), A15842-A15842, 2022 | | 2022 |