| Survey of sampling-based methods for uncertainty and sensitivity analysis JC Helton, JD Johnson, CJ Sallaberry, CB Storlie Reliability Engineering & System Safety 91 (10), 1175-1209, 2006 | 1682 | 2006 |
| Graph-based malware detection using dynamic analysis B Anderson, D Quist, J Neil, C Storlie, T Lane Journal in computer Virology 7 (4), 247-258, 2011 | 431 | 2011 |
| Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models CB Storlie, LP Swiler, JC Helton, CJ Sallaberry Reliability Engineering & System Safety 94 (11), 1735-1763, 2009 | 424 | 2009 |
| Deep learning and alternative learning strategies for retrospective real-world clinical data D Chen, S Liu, P Kingsbury, S Sohn, CB Storlie, EB Habermann, ... NPJ digital medicine 2 (1), 43, 2019 | 253 | 2019 |
| Multiple predictor smoothing methods for sensitivity analysis: Description of techniques CB Storlie, JC Helton Reliability Engineering & System Safety 93 (1), 28-54, 2008 | 223 | 2008 |
| A sampling-based computational strategy for the representation of epistemic uncertainty in model predictions with evidence theory JC Helton, JD Johnson, WL Oberkampf, CB Storlie Computer Methods in Applied Mechanics and Engineering 196 (37-40), 3980-3998, 2007 | 221 | 2007 |
| Improving malware classification: bridging the static/dynamic gap B Anderson, C Storlie, T Lane Proceedings of the 5th ACM workshop on Security and artificial intelligence …, 2012 | 209 | 2012 |
| Integrating multiple data sources for malware classification BH Anderson, CB Storlie, T Lane US Patent 9,021,589, 2015 | 206 | 2015 |
| Scan statistics for the online detection of locally anomalous subgraphs J Neil, C Hash, A Brugh, M Fisk, CB Storlie Technometrics 55 (4), 403-414, 2013 | 178 | 2013 |
| Surface estimation, variable selection, and the nonparametric oracle property CB Storlie, HD Bondell, BJ Reich, HH Zhang Statistica Sinica 21 (2), 679, 2011 | 159 | 2011 |
| Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes BJ Reich, CB Storlie, HD Bondell Technometrics 51 (2), 110-120, 2009 | 123 | 2009 |
| A frequentist approach to computer model calibration RKW Wong, CB Storlie, TCM Lee Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017 | 121 | 2017 |
| The Fragility Index: a P-value in sheep’s clothing? RE Carter, PM McKie, CB Storlie European Heart Journal 38 (5), 346-348, 2017 | 120 | 2017 |
| Obesity and survival among a cohort of breast cancer patients is partially mediated by tumor characteristics CK Blair, CL Wiggins, AM Nibbe, CB Storlie, ER Prossnitz, M Royce, ... NPJ breast cancer 5 (1), 33, 2019 | 116 | 2019 |
| Autism spectrum disorder: Incidence and time trends over two decades in a population-based birth cohort SM Myers, RG Voigt, RC Colligan, AL Weaver, CB Storlie, RE Stoeckel, ... Journal of autism and developmental disorders 49 (4), 1455-1474, 2019 | 111 | 2019 |
| Carbon capture simulation initiative: a case study in multiscale modeling and new challenges DC Miller, M Syamlal, DS Mebane, C Storlie, D Bhattacharyya, ... Annual review of chemical and biomolecular engineering 5 (1), 301-323, 2014 | 108 | 2014 |
| Prevalence of and recovery from anemia following hospitalization for critical illness among adults MA Warner, AC Hanson, RD Frank, PJ Schulte, RS Go, CB Storlie, DJ Kor JAMA network open 3 (9), e2017843-e2017843, 2020 | 97 | 2020 |
| Correlations between COVID-19 cases and google trends data in the United States: A state-by-state analysis SJ Kurian, MA Alvi, HH Ting, C Storlie, PM Wilson, ND Shah, H Liu, ... Mayo Clinic Proceedings 95 (11), 2370-2381, 2020 | 96 | 2020 |
| Implications of CA19‐9 elevation for survival, staging, and treatment sequencing in intrahepatic cholangiocarcinoma: a national cohort analysis JR Bergquist, T Ivanics, CB Storlie, RT Groeschl, MC Tee, EB Habermann, ... Journal of surgical oncology 114 (4), 475-482, 2016 | 92 | 2016 |
| Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national surgical … A Goyal, C Ngufor, P Kerezoudis, B McCutcheon, C Storlie, M Bydon Journal of Neurosurgery: Spine 31 (4), 568-578, 2019 | 87 | 2019 |
Elizabeth B. HabermannProfessor of Health Services Research, Mayo ClinicVerified email at mayo.edu
