| Deciphering osteoarthritis genetics across 826,690 individuals from 9 populations CG Boer, K Hatzikotoulas, L Southam, L Stefánsdóttir, Y Zhang, ... Cell 184 (18), 4784-4818. e17, 2021 | 301 | 2021 |
| Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer M Shivakumar, Y Lee, L Bang, T Garg, KA Sohn, D Kim BMC medical genomics 10, 65-75, 2017 | 63 | 2017 |
| Min-redundancy and max-relevance multi-view feature selection for predicting ovarian cancer survival using multi-omics data Y El-Manzalawy, TY Hsieh, M Shivakumar, D Kim, V Honavar BMC medical genomics 11, 19-31, 2018 | 54 | 2018 |
| Population-dependent intron retention and DNA methylation in breast cancer D Kim, M Shivakumar, S Han, MS Sinclair, YJ Lee, Y Zheng, OI Olopade, ... Molecular Cancer Research 16 (3), 461-469, 2018 | 31 | 2018 |
| Development and validation of a novel strong prognostic index for colon cancer through a robust combination of laboratory features for systemic inflammation: a prognostic … SH Jung, J Hao, M Shivakumar, Y Nam, J Kim, MJ Kim, SB Ryoo, ... British journal of cancer 126 (11), 1539-1547, 2022 | 26 | 2022 |
| Long-term cardiovascular outcomes of gestational diabetes mellitus: a prospective UK Biobank study SM Lee, M Shivakumar, JW Park, YM Jung, EK Choe, SH Kwak, S Oh, ... Cardiovascular Diabetology 21 (1), 221, 2022 | 22 | 2022 |
| Polygenic risk for type 2 diabetes, lifestyle, metabolic health, and cardiovascular disease: a prospective UK Biobank study JS Yun, SH Jung, M Shivakumar, B Xiao, AV Khera, HH Won, D Kim Cardiovascular diabetology 21 (1), 131, 2022 | 21 | 2022 |
| The effects of alternative splicing on miRNA binding sites in bladder cancer S Han, D Kim, M Shivakumar, YJ Lee, T Garg, JE Miller, JH Kim, D Kim, ... PLoS One 13 (1), e0190708, 2018 | 21 | 2018 |
| Exome-wide rare variant analysis from the DiscovEHR study identifies novel candidate predisposition genes for endometrial cancer M Shivakumar, JE Miller, VR Dasari, R Gogoi, D Kim Frontiers in Oncology 9, 574, 2019 | 20 | 2019 |
| Codon bias among synonymous rare variants is associated with Alzheimer’s disease imaging biomarker JE Miller, MK Shivakumar, SL Risacher, AJ Saykin, S Lee, K Nho, D Kim, ... PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018: Proceedings of the Pacific Symposium …, 2018 | 16 | 2018 |
| Rare variants in the splicing regulatory elements of EXOC3L4 are associated with brain glucose metabolism in Alzheimer’s disease JE Miller, MK Shivakumar, Y Lee, S Han, E Horgousluoglu, SL Risacher, ... BMC medical genomics 11, 45-52, 2018 | 15 | 2018 |
| Increasing the density of laboratory measures for machine learning applications V Abedi, J Li, MK Shivakumar, V Avula, DP Chaudhary, MJ Shellenberger, ... Journal of Clinical Medicine 10 (1), 103, 2020 | 10 | 2020 |
| An exome-wide rare variant analysis of Korean men identifies three novel genes predisposing to prostate cancer JJ Oh, M Shivakumar, J Miller, S Verma, H Lee, SK Hong, SE Lee, Y Lee, ... Scientific Reports 9 (1), 17173, 2019 | 10 | 2019 |
| Dissecting the clinical relevance of polygenic risk score for obesity—a cross-sectional, longitudinal analysis EK Choe, M Shivakumar, SM Lee, A Verma, D Kim International Journal of Obesity 46 (9), 1686-1693, 2022 | 9 | 2022 |
| Prognostic effect of inflammatory genes on Stage I–III colorectal cancer—Integrative analysis of TCGA data EK Choe, S Lee, SY Kim, M Shivakumar, KJ Park, YJ Chai, D Kim Cancers 13 (4), 751, 2021 | 8 | 2021 |
| Quality control procedures for genome‐wide association studies VQ Truong, JA Woerner, TA Cherlin, Y Bradford, AM Lucas, CC Okeh, ... Current Protocols 2 (11), e603, 2022 | 7 | 2022 |
| Genome-Wide association analysis across 16,956 patients identifies a novel genetic association between BMP6, NIPAL1, CNGA1 and spondylosis Y Zhang, RA Grant, MK Shivakumar, M Zaleski, N Sofoluke, JR Slotkin, ... Spine 46 (11), E625-E631, 2021 | 7 | 2021 |
| Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer SY Kim, EK Choe, M Shivakumar, D Kim, KA Sohn Bioinformatics 37 (16), 2405-2413, 2021 | 6 | 2021 |
| Epigenetic interplay between methylation and miRNA in bladder cancer: focus on isoform expression M Shivakumar, S Han, Y Lee, D Kim BMC genomics 22, 1-12, 2021 | 6 | 2021 |
| Polygenic risk, lifestyle, and cardiovascular mortality: a prospective population-based UK Biobank study JS Yun, SH Jung, M Shivakumar, B Xiao, AV Khera, WY Park, HH Won, ... MedRxiv, 2021.02. 15.21251790, 2021 | 5 | 2021 |
