| Not just a black box: Learning important features through propagating activation differences A Shrikumar, P Greenside, A Shcherbina, A Kundaje arXiv preprint arXiv:1605.01713, 2016 | 990 | 2016 |
| Genetics of 35 blood and urine biomarkers in the UK Biobank N Sinnott-Armstrong, Y Tanigawa, D Amar, N Mars, C Benner, M Aguirre, ... Nature genetics 53 (2), 185-194, 2021 | 814 | 2021 |
| Accuracy in wrist-worn, sensor-based measurements of heart rate and energy expenditure in a diverse cohort A Shcherbina, CM Mattsson, D Waggott, H Salisbury, JW Christle, ... Journal of personalized medicine 7 (2), 3, 2017 | 793 | 2017 |
| Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution AE Trevino, F Müller, J Andersen, L Sundaram, A Kathiria, A Shcherbina, ... Cell 184 (19), 5053-5069. e23, 2021 | 443 | 2021 |
| Single-cell epigenomic analyses implicate candidate causal variants at inherited risk loci for Alzheimer’s and Parkinson’s diseases MR Corces, A Shcherbina, S Kundu, MJ Gloudemans, L Frésard, ... Nature genetics 52 (11), 1158-1168, 2020 | 381 | 2020 |
| Feasibility of obtaining measures of lifestyle from a smartphone app: the MyHeart Counts Cardiovascular Health Study MV McConnell, A Shcherbina, A Pavlovic, JR Homburger, RL Goldfeder, ... JAMA cardiology 2 (1), 67-76, 2017 | 285 | 2017 |
| Technical note on transcription factor motif discovery from importance scores (TF-MoDISco) version 0.5. 6.5 A Shrikumar, K Tian, Ž Avsec, A Shcherbina, A Banerjee, M Sharmin, ... arXiv preprint arXiv:1811.00416, 2018 | 251 | 2018 |
| Matrix stiffness induces a tumorigenic phenotype in mammary epithelium through changes in chromatin accessibility RS Stowers, A Shcherbina, J Israeli, JJ Gruber, J Chang, S Nam, ... Nature biomedical engineering 3 (12), 1009-1019, 2019 | 245 | 2019 |
| Deciphering colorectal cancer genetics through multi-omic analysis of 100,204 cases and 154,587 controls of European and east Asian ancestries C Fernandez-Rozadilla, M Timofeeva, Z Chen, P Law, M Thomas, ... Nature genetics 55 (1), 89-99, 2023 | 218 | 2023 |
| A genome-wide atlas of co-essential modules assigns function to uncharacterized genes M Wainberg, RA Kamber, A Balsubramani, RM Meyers, ... Nature genetics 53 (5), 638-649, 2021 | 201 | 2021 |
| Biological insights into muscular strength: genetic findings in the UK Biobank E Tikkanen, S Gustafsson, D Amar, A Shcherbina, D Waggott, EA Ashley, ... Scientific reports 8 (1), 6451, 2018 | 124 | 2018 |
| Integrative single-cell analysis of cardiogenesis identifies developmental trajectories and non-coding mutations in congenital heart disease M Ameen, L Sundaram, M Shen, A Banerjee, S Kundu, S Nair, ... Cell 185 (26), 4937-4953. e23, 2022 | 107 | 2022 |
| The effect of digital physical activity interventions on daily step count: a randomised controlled crossover substudy of the MyHeart Counts Cardiovascular Health Study A Shcherbina, SG Hershman, L Lazzeroni, AC King, JW O'Sullivan, ... The Lancet Digital Health 1 (7), e344-e352, 2019 | 99 | 2019 |
| ChromBPNet: bias factorized, base-resolution deep learning models of chromatin accessibility reveal cis-regulatory sequence syntax, transcription factor footprints and … A Pampari, A Shcherbina, EZ Kvon, M Kosicki, S Nair, S Kundu, ... BioRxiv, 2024.12. 25.630221, 2025 | 98 | 2025 |
| Physical activity, sleep and cardiovascular health data for 50,000 individuals from the MyHeart Counts Study SG Hershman, BM Bot, A Shcherbina, M Doerr, Y Moayedi, A Pavlovic, ... Scientific data 6 (1), 24, 2019 | 81 | 2019 |
| Dissecting murine muscle stem cell aging through regeneration using integrative genomic analysis A Shcherbina, J Larouche, P Fraczek, BA Yang, LA Brown, JF Markworth, ... Cell reports 32 (4), 2020 | 78 | 2020 |
| Technical note on transcription factor motif discovery from importance scores (TF-MoDISco) version 0.5. 6.5. arXiv A Shrikumar, K Tian, Ž Avsec, A Shcherbina, A Banerjee, M Sharmin, ... arXiv preprint arXiv:1811.00416, 2018 | 66 | 2018 |
| Combining clinical and polygenic risk improves stroke prediction among individuals with atrial fibrillation JW O’Sullivan, A Shcherbina, JM Justesen, M Turakhia, M Perez, H Wand, ... Circulation: Genomic and Precision Medicine 14 (3), e003168, 2021 | 59 | 2021 |
| FASTQSim: platform-independent data characterization and in silico read generation for NGS datasets A Shcherbina BMC research notes 7 (1), 533, 2014 | 58 | 2014 |
| Transcriptional and chromatin dynamics of muscle regeneration after severe trauma CA Aguilar, R Pop, A Shcherbina, A Watts, RW Matheny, D Cacchiarelli, ... Stem cell reports 7 (5), 983-997, 2016 | 54 | 2016 |
