| Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network RD Williams, AF Markus, C Yang, T Duarte-Salles, SL DuVall, T Falconer, ... BMC Medical Research Methodology 22 (1), 35, 2022 | 49* | 2022 |
| Machine-learning model to predict the cause of death using a stacking ensemble method for observational data C Kim, SC You, JM Reps, JY Cheong, RW Park Journal of the American Medical Informatics Association 28 (6), 1098-1107, 2021 | 27 | 2021 |
| Implementation of the COVID-19 vulnerability index across an international network of health care data sets: collaborative external validation study JM Reps, C Kim, RD Williams, AF Markus, C Yang, T Duarte-Salles, ... JMIR medical informatics 9 (4), e21547, 2021 | 26* | 2021 |
| Risk of mortality in elderly coronavirus disease 2019 patients with mental health disorders: a nationwide retrospective study in South Korea DY Lee, J Cho, SC You, RW Park, CS Kim, EY Lee, H Aizenstein, ... The American Journal of Geriatric Psychiatry 28 (12), 1308-1316, 2020 | 22 | 2020 |
| DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models C Luo, MN Islam, NE Sheils, J Buresh, J Reps, MJ Schuemie, PB Ryan, ... Nature communications 13 (1), 1678, 2022 | 21 | 2022 |
| A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data S Khalid, C Yang, C Blacketer, T Duarte-Salles, S Fernández-Bertolín, ... Computer Methods and Programs in Biomedicine 211, 106394, 2021 | 19 | 2021 |
| Longitudinal outcomes of severe asthma: real-world evidence of multidimensional analyses Y Lee, Y Park, C Kim, E Lee, HY Lee, SD Woo, SC You, RW Park, ... The Journal of Allergy and Clinical Immunology: In Practice 9 (3), 1285-1294. e6, 2021 | 15 | 2021 |
| Broad-spectrum antibiotic regimen affects survival in patients receiving nivolumab for non-small cell lung cancer MJ Geum, C Kim, JE Kang, JH Choi, JS Kim, ES Son, SM Lim, SJ Rhie Pharmaceuticals 14 (5), 445, 2021 | 11 | 2021 |
| Psychosis relapse prediction leveraging electronic health records data and natural language processing enrichment methods DY Lee, C Kim, S Lee, SJ Son, SM Cho, YH Cho, J Lim, RW Park Frontiers in Psychiatry 13, 844442, 2022 | 9 | 2022 |
| Long-term methylphenidate use for children and adolescents with attention deficit hyperactivity disorder and risk for depression, conduct disorder, and psychotic disorder: a … J Park, DY Lee, C Kim, YH Lee, SJ Yang, S Lee, SJ Kim, J Lee, RW Park, ... Child and adolescent psychiatry and mental health 16 (1), 80, 2022 | 8 | 2022 |
| Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study A Ostropolets, Y Albogami, M Conover, JM Banda, WA Baumgartner Jr, ... Journal of the American Medical Informatics Association 30 (5), 859-868, 2023 | 7 | 2023 |
| Applying the OMOP common data model to facilitate benefit-risk assessments of medicinal products using real-world data from Singapore and South Korea HX Tan, DCH Teo, D Lee, C Kim, JW Neo, C Sung, H Chahed, P San Ang, ... Healthcare Informatics Research 28 (2), 112, 2022 | 7 | 2022 |
| Long‐term clinical outcomes of aspirin‐exacerbated respiratory disease: real‐world data from an adult asthma cohort Y Lee, C Kim, E Lee, HY Lee, SD Woo, SC You, RW Park, HS Park Clinical & Experimental Allergy 53 (9), 941-950, 2023 | 5 | 2023 |
| Scalable infrastructure supporting reproducible nationwide healthcare data analysis toward FAIR stewardship JW Kim, C Kim, KH Kim, Y Lee, DH Yu, J Yun, H Baek, RW Park, SC You Scientific Data 10 (1), 674, 2023 | 4 | 2023 |
| Effectiveness of Maintenance and Reliever Therapy Using Inhaled Corticosteroid–Formoterol in Asthmatics C Kim, Y Lee, E Lee, SC You, JH Jang, RW Park, HS Park The Journal of Allergy and Clinical Immunology: In Practice 10 (10), 2638 …, 2022 | 4 | 2022 |
| Translation of Machine Learning-Based Prediction Algorithms to Personalised Empiric Antibiotic Selection: A Population-Based Cohort Study C Kim, YH Choi, JY Choi, HJ Choi, RW Park, SJ Rhie International Journal of Antimicrobial Agents 62 (5), 106966, 2023 | 3* | 2023 |
| Privacy-preserving federated model predicting bipolar transition in patients with depression: prediction model development study DY Lee, B Choi, C Kim, E Fridgeirsson, J Reps, M Kim, J Kim, JW Jang, ... Journal of Medical Internet Research 25, e46165, 2023 | 3 | 2023 |
| Safety outcomes of selective serotonin reuptake inhibitors in adolescent attention-deficit/hyperactivity disorder with comorbid depression: the ASSURE study C Kim, DY Lee, J Park, SJ Yang, EH Tan, D Prieto-Alhambra, YH Lee, ... Psychological medicine 53 (10), 4811-4819, 2023 | 2 | 2023 |
| Association of 5α-reductase inhibitor prescription with bladder cancer progression in males in South Korea MH An, MS Kim, C Kim, TI Noh, KJ Joo, DH Lee, KH Yi, JW Kwak, ... JAMA network open 6 (5), e2313667-e2313667, 2023 | 2 | 2023 |
| Clinical outcomes of antiplatelets combined with statins in patients with ischemic heart disease C Kim, J Lee, RW Park, S Lee Korean Journal of Clinical Pharmacy 29 (4), 254-266, 2019 | 2 | 2019 |
Rae Woong ParkProfessor of Department of Biomedical Informatics, Ajou University School of MedicineVerified email at ajou.ac.kr
