Curtis Storlie, PhD

  • 2086 Citations
  • 19 Scopus h-Index
20042019

Research output per year

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Research Output

2019

A Bayesian Approach to Multistate Hidden Markov Models: Application to Dementia Progression

Williams, J. P., Storlie, C., Therneau, T. M., Jr, C. R. J. & Hannig, J., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

4 Scopus citations

Modeling material stress using integrated Gaussian Markov random fields

Marcy, P. W., Vander Wiel, S. A., Storlie, C. B., Livescu, V. & Bronkhorst, C. A., Jan 1 2019, (Accepted/In press) In : Journal of Applied Statistics.

Research output: Contribution to journalArticle

Obesity and survival among a cohort of breast cancer patients is partially mediated by tumor characteristics

Blair, C. K., Wiggins, C. L., Nibbe, A. M., Storlie, C. B., Prossnitz, E. R., Royce, M., Lomo, L. C. & Hill, D. A., Dec 1 2019, In : npj Breast Cancer. 5, 1, 33.

Research output: Contribution to journalArticle

Open Access

Prediction and Inference With Missing Data in Patient Alert Systems

Storlie, C., Therneau, T. M., Carter, R. E., Chia, N. D., Bergquist, J. R., Huddleston, J. M. & Romero-Brufau, S., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

1 Scopus citations
2018

Assessing the Safety of Overlapping Surgery at a Children's Hospital

Hyder, J. A., Hanson, K. T., Storlie, C., Madde, N. R., Brown, M. J., Kor, D. J., Potter, D. D., Cima, R. R. & Habermann, E. B., Aug 1 2018, In : Annals of Surgery. 268, 2, p. e24-e27

Research output: Contribution to journalArticle

9 Scopus citations

Autism Spectrum Disorder: Incidence and Time Trends Over Two Decades in a Population-Based Birth Cohort

Myers, S. M., Voigt, R. G., Colligan, R. C., Weaver, A. L., Storlie, C., Stoeckel, R. E., Port, J. D. & Katusic, S. K., Jan 1 2018, (Accepted/In press) In : Journal of Autism and Developmental Disorders.

Research output: Contribution to journalArticle

9 Scopus citations

Clustering and variable selection in the presence of mixed variable types and missing data

Storlie, C., Myers, S. M., Katusic, S. K., Weaver, A. L., Voigt, R. G., Croarkin, P. E., Stoeckel, R. E. & Port, J. D., Aug 30 2018, In : Statistics in Medicine. 37, 19, p. 2884-2899 16 p.

Research output: Contribution to journalArticle

3 Scopus citations

Prediction of individual outcomes for asthma sufferers

Storlie, C., Megan, E. B., Michael, R. G., Nilay, D. S. & Matthew, A. R., Oct 1 2018, In : Biostatistics. 19, 4, p. 579-593 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Safety of Overlapping Surgery at a High-volume Referral Center

Hyder, J. A., Hanson, K. T., Storlie, C., Glasgow, A., Madde, N. R., Brown, M. J., Kor, D. J., Cima, R. R. & Habermann, E. B., May 1 2018, In : Annals of Surgery. 267, 5, p. e91-e92

Research output: Contribution to journalLetter

3 Scopus citations
2017

Comparative analysis of arteriovenous malformation grading scales in predicting outcomes after stereotactic radiosurgery

Pollock, B. E., Storlie, C., Link, M. J., Stafford, S. L., Garces, Y. I. & Foote, R. L., Mar 1 2017, In : Journal of Neurosurgery. 126, 3, p. 852-858 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

Incidence and management of late adverse radiation effects after arteriovenous malformation radiosurgery

Pollock, B. E., Link, M. J., Branda, M. E. & Storlie, C., Dec 1 2017, In : Clinical Neurosurgery. 81, 6, p. 928-934 7 p.

Research output: Contribution to journalArticle

9 Scopus citations
6 Scopus citations

Measuring the impact of ambulatory red blood cell transfusion on home functional status: Study protocol for a pilot randomized controlled trial

Murphree, D. H., Kinard, T. N., Khera, N. D., Storlie, C., Ngufor, C., Upadhyaya, S., Pathak, J., Fortune, E., Jacob, E. K., Carter, R. E., Poterack, K. A. & Kor, D. J., Mar 31 2017, In : Trials. 18, 1, 153.

Research output: Contribution to journalArticle

2 Scopus citations

Patient selection for neoadjuvant therapy in early-stage pancreatic cancer

Bergquist, J. R., Shubert, C. R., Storlie, C., Habermann, E. B. & Truty, M., May 10 2017, In : Journal of Clinical Oncology. 35, 14, p. 1622-1623 2 p.

Research output: Contribution to journalLetter

4 Scopus citations

Spatiotemporal Modeling of Node Temperatures in Supercomputers

Storlie, C., Reich, B. J., Rust, W. N., Ticknor, L. O., Bonnie, A. M., Montoya, A. J. & Michalak, S. E., Jan 2 2017, In : Journal of the American Statistical Association. 112, 517, p. 92-108 17 p.

Research output: Contribution to journalArticle

2 Scopus citations

The fragility index: A P-value in sheep's clothing?

Carter, R. E., McKie, P. & Storlie, C., 2017, In : European Heart Journal. 38, 5, p. 346-348 3 p.

Research output: Contribution to journalReview article

33 Scopus citations

Trends of 30-day hospital readmissions among patients discharged to skilled nursing facilities from an academic practice

Chandra, A., Takahashi, P. Y., Hanson, G. J., Sneve, A., Rahman, P. & Storlie, C., Nov 1 2017, In : Annals of Long-Term Care. 25, 6

Research output: Contribution to journalArticle

Upscaling Uncertainty with Dynamic Discrepancy for a Multi-Scale Carbon Capture System

Bhat, K. S., Mebane, D. S., Mahapatra, P. & Storlie, C., Oct 2 2017, In : Journal of the American Statistical Association. 112, 520, p. 1453-1467 15 p.

Research output: Contribution to journalArticle

6 Scopus citations
2016

A frequentist approach to computer model calibration

Wong, R. K. W., Storlie, C. & Lee, T. C. M., 2016, (Accepted/In press) In : Journal of the Royal Statistical Society. Series B: Statistical Methodology.

Research output: Contribution to journalArticle

11 Scopus citations

Hierarchical calibration and validation of computational fluid dynamics models for solid sorbent-based carbon capture

Lai, C., Xu, Z., Pan, W., Sun, X., Storlie, C., Marcy, P., Dietiker, J. F., Li, T. & Spenik, J., Jan 1 2016, In : Powder Technology. 288, p. 388-406 19 p.

Research output: Contribution to journalArticle

12 Scopus citations

Implications of CA19-9 elevation for survival, staging, and treatment sequencing in intrahepatic cholangiocarcinoma: A national cohort analysis

Bergquist, J. R., Ivanics, T., Storlie, C., Groeschl, R. T., Tee, M. C., Habermann, E. B., Smoot, R. L., Kendrick, M. L., Farnell, M. B., Roberts, L. R., Gores, G. J., Nagorney, D. M. & Truty, M., Sep 15 2016, In : Journal of Surgical Oncology. 114, 4, p. 475-482 8 p.

Research output: Contribution to journalArticle

26 Scopus citations

Power usage of production supercomputers and production workloads

Pakin, S., Storlie, C., Lang, M., Fields, R. E., Romero, E. E., Idler, C., Michalak, S., Greenberg, H., Loncaric, J., Rheinheimer, R., Grider, G. & Wendelberger, J., Feb 1 2016, In : Concurrency Computation Practice and Experience. 28, 2, p. 274-290 17 p.

Research output: Contribution to journalArticle

6 Scopus citations

Safety of Overlapping Surgery at a High-volume Referral Center

Hyder, J. A., Hanson, K. T., Storlie, C., Glasgow, A., Madde, N. R., Brown, M. J., Kor, D. J., Cima, R. R. & Habermann, E. B., Dec 5 2016, (Accepted/In press) In : Annals of Surgery.

Research output: Contribution to journalArticle

46 Scopus citations
2015

Attack chain detection

Sexton, J., Storlie, C. & Neil, J., Oct 1 2015, In : Statistical Analysis and Data Mining. 8, 5-6, p. 353-363 11 p.

Research output: Contribution to journalArticle

10 Scopus citations

Calibration of Computational Models With Categorical Parameters and Correlated Outputs via Bayesian Smoothing Spline ANOVA

Storlie, C., Lane, W. A., Ryan, E. M., Gattiker, J. R. & Higdon, D. M., Jan 2 2015, In : Journal of the American Statistical Association. 110, 509, p. 68-82 15 p.

Research output: Contribution to journalArticle

19 Scopus citations

Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques

Kao, Y., Reich, B., Storlie, C. & Anderson, B., Oct 2 2015, In : Technometrics. 57, 4, p. 535-546 12 p.

Research output: Contribution to journalArticle

3 Scopus citations

Subroutine based detection of APT malware

Sexton, J., Storlie, C. & Anderson, B., Dec 21 2015, (Accepted/In press) In : Journal of Computer Virology and Hacking Techniques. p. 1-9 9 p.

Research output: Contribution to journalArticle

3 Scopus citations

Using advanced modeling to accelerate the scale-up of carbon capture technologies

Miller, D. C., Sun, X., Storlie, C. & Bhattacharyya, D., Jun 1 2015, Power Engineering, 119, 6.

Research output: Contribution to specialist publicationArticle

2 Scopus citations
2014

Automating reverse engineering with machine learning techniques

Anderson, B., Storlie, C., Yates, M. & McPhall, A., Nov 7 2014, In : Unknown Journal. 2014-November, November, p. 103-112 10 p.

Research output: Contribution to journalArticle

5 Scopus citations

Carbon capture simulation initiative: A case study in multiscale modeling and new challenges

Miller, D. C., Syamlal, M., Mebane, D. S., Storlie, C., Bhattacharyya, D., Sahinidis, N. V., Agarwal, D., Tong, C., Zitney, S. E., Sarkar, A., Sun, X., Sundaresan, S., Ryan, E., Engel, D. & Dale, C., Jun 2014, In : Annual Review of Chemical and Biomolecular Engineering. 5, p. 301-323 23 p.

Research output: Contribution to journalArticle

50 Scopus citations

Numerical modeling and uncertainty quantification of a bubbling fluidized bed with immersed horizontal tubes

Lane, W. A., Storlie, C. B., Montgomery, C. J. & Ryan, E. M., Feb 1 2014, In : Powder Technology. 253, p. 733-743 11 p.

Research output: Contribution to journalArticle

19 Scopus citations

Statistical detection of intruders within computer networks using scan statistics

Neil, J., Storlie, C., Hash, C. & Brugh, A., Jan 1 2014, Data Analysis for Network Cyber-Security. Imperial College Press, p. 71-104 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

8 Scopus citations

Stochastic identification of Malware with dynamic traces

Storlie, C., Anderson, B., Wiel, S. V., Quist, D., Hash, C. & Brown, N., Mar 2014, In : Annals of Applied Statistics. 8, 1, p. 1-18 18 p.

Research output: Contribution to journalArticle

13 Scopus citations

Study of MEPDG sensitivity using nonparametric regression procedures

Tarefder, R. A., Sumee, N. & Storlie, C., Jan 1 2014, In : Journal of Computing in Civil Engineering. 28, 1, p. 134-144 11 p.

Research output: Contribution to journalArticle

2 Scopus citations

Surrogate models for mixed discrete-continuous variables

Swiler, L. P., Hough, P. D., Qian, P., Xu, X., Storlie, C. & Lee, H., 2014, Constraint Programming and Decision Making. Springer Verlag, Vol. 539. p. 181-202 22 p. (Studies in Computational Intelligence; vol. 539).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations
2013

A Bayesian reliability analysis of neutron-induced errors in high performance computing hardware

Storlie, C. B., Michalak, S. E., Quinn, H. M., DuBois, A. J., Wender, S. A. & DuBois, D. H., Dec 16 2013, In : Journal of the American Statistical Association. 108, 502, p. 429-440 12 p.

Research output: Contribution to journalArticle

6 Scopus citations

Analysis of computationally demanding models with continuous and categorical inputs

Storlie, C. B., Reich, B. J., Helton, J. C., Swiler, L. P. & Sallaberry, C. J., Jan 1 2013, In : Reliability Engineering and System Safety. 113, 1, p. 30-41 12 p.

Research output: Contribution to journalArticle

23 Scopus citations

Intruder detection based on graph structured hypothesis testing

Sexton, J., Storlie, C., Neil, J. & Kent, A., Jan 1 2013, Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013. IEEE Computer Society, p. 86-91 6 p. 6623756. (Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Methods for characterizing and comparing populations of shock wave curves

Storlie, C. B., Fugate, M. L., Higdon, D. M., Huzurbazar, A. V., Francois, E. G. & McHugh, D. C., Nov 1 2013, In : Technometrics. 55, 4, p. 436-449 14 p.

Research output: Contribution to journalArticle

7 Scopus citations

Modeling and validation of a large scale, multiphase carbon capture system

Lane, W. A., Storlie, C., Montgomery, C. & Ryan, E. M., Dec 1 2013, ASME 2013 Fluids Engineering Division Summer Meeting, FEDSM 2013. V002T06A006. (American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FEDSM; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Scan statistics for the online detection of locally anomalous subgraphs

Neil, J., Hash, C., Brugh, A., Fisk, M. & Storlie, C. B., Nov 1 2013, In : Technometrics. 55, 4, p. 403-414 12 p.

Research output: Contribution to journalArticle

64 Scopus citations

Towards improved detection of attackers in computer networks: New edges, fast updating, and host agents

Neil, J., Uphoff, B., Hash, C. & Storlie, C., Jan 1 2013, Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013. IEEE Computer Society, p. 218-224 7 p. 6623779. (Proceedings - 2013 6th International Symposium on Resilient Control Systems, ISRCS 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Transport, zwitterions, and the role of water for CO2 adsorption in mesoporous silica-supported amine sorbents

Mebane, D. S., Kress, J. D., Storlie, C. B., Fauth, D. J., Gray, M. L. & Li, K., Dec 19 2013, In : Journal of Physical Chemistry C. 117, 50, p. 26617-26627 11 p.

Research output: Contribution to journalArticle

39 Scopus citations