Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes

по Reich, Brian J., Storlie, Curtis B., Bondell, Howard D.
Опубликовано 2009

Surface Estimation, Variable Selection, and the Nonparametric Oracle Property

по Storlie, Curtis B., Bondell, Howard D., Reich, Brian J., Zhang, Hao Helen
Опубликовано 2011

Stacked Classifiers for Individualized Prediction of Glycemic Control Following Initiation of Metformin Therapy in Type 2 Diabetes

по Murphree, Dennis H., Arabmakki, Elaheh, Ngufor, Che, Storlie, Curtis B., McCoy, Rozalina G.
Опубликовано в: Comput Biol Med (2018)

Associations of Skilled Nursing Facility Quality Ratings With 30-Day Rehospitalizations and Emergency Department Visits

по Bartley, Mairead M., Rahman, Parvez A., Storlie, Curtis B., Takahashi, Paul Y., Chandra, Anupam
Опубликовано в: Ann Longterm Care (2020)

Utilization of Mobility Data in the Fight Against COVID-19

по Kurian, Shyam J., Bhatti, Atiq ur Rehman, Ting, Henry H., Storlie, Curtis, Shah, Nilay, Bydon, Mohamad
Опубликовано в: Mayo Clin Proc Innov Qual Outcomes (2020)

Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering

по Ngufor, Che, Warner, Matthew A., Murphree, Dennis H., Liu, Hongfang, Carter, Rickey, Storlie, Curtis B., Kor, Daryl J.
Опубликовано в: AMIA Annu Symp Proc (2018)

Prevalence of and Recovery From Anemia Following Hospitalization for Critical Illness Among Adults

по Warner, Matthew A., Hanson, Andrew C., Frank, Ryan D., Schulte, Phillip J., Go, Ronald S., Storlie, Curtis B., Kor, Daryl J.
Опубликовано в: JAMA Netw Open (2020)

Deep learning and alternative learning strategies for retrospective real-world clinical data

по Chen, David, Liu, Sijia, Kingsbury, Paul, Sohn, Sunghwan, Storlie, Curtis B., Habermann, Elizabeth B., Naessens, James M., Larson, David W., Liu, Hongfang
Опубликовано в: NPJ Digit Med (2019)

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

по Myers, Scott M., Voigt, Robert G., Colligan, Robert C., Weaver, Amy L., Storlie, Curtis B., Stoeckel, Ruth E., Port, John D., Katusic, Slavica K.
Опубликовано в: J Autism Dev Disord (2019)

Correlations Between COVID-19 Cases and Google Trends Data in the United States: A State-by-State Analysis

по Kurian, Shyam J., Bhatti, Atiq ur Rehman, Alvi, Mohammed Ali, Ting, Henry H., Storlie, Curtis, Wilson, Patrick M., Shah, Nilay D., Liu, Hongfang, Bydon, Mohamad
Опубликовано в: Mayo Clin Proc (2020)

Implementation of Bar-Code Medication Administration to Reduce Patient Harm

по Thompson, Kristine M., Swanson, Kristi M., Cox, Debra L., Kirchner, Robert B., Russell, Jennifer J., Wermers, Robert A., Storlie, Curtis B., Johnson, Matthew G., Naessens, James M.
Опубликовано в: Mayo Clin Proc Innov Qual Outcomes (2018)

Risk of 30-Day Hospital Readmission Among Patients Discharged to Skilled Nursing Facilities: Development and Validation of a Risk-Prediction Model

по Chandra, Anupam, Rahman, Parvez A., Sneve, Amelia, McCoy, Rozalina G., Thorsteinsdottir, Bjorg, Chaudhry, Rajeev, Storlie, Curtis B., Murphree, Dennis H., Hanson, Gregory J., Takahashi, Paul Y.
Опубликовано в: J Am Med Dir Assoc (2019)

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

по Murphree, Dennis H., Kinard, Theresa N., Khera, Nandita, Storlie, Curtis B., Ngufor, Che, Upadhyaya, Sudhindra, Pathak, Jyotishman, Fortune, Emma, Jacob, Eapen K., Carter, Rickey E., Poterack, Karl A., Kor, Daryl J.
Опубликовано в: Trials (2017)

Pragmatic cluster randomized trial to evaluate effectiveness and implementation of enhanced EHR-facilitated cancer symptom control (E2C2)

по Finney Rutten, Lila J., Ruddy, Kathryn J., Chlan, Linda L., Griffin, Joan M., Herrin, Jeph, Leppin, Aaron L., Pachman, Deirdre R., Ridgeway, Jennifer L., Rahman, Parvez A., Storlie, Curtis B., Wilson, Patrick M., Cheville, Andrea L.
Опубликовано в: Trials (2020)

Implications of CA19-9 Elevation for Survival, Staging, and Treatment Sequencing in Intrahepatic Cholangiocarcinoma: A National Cohort Analysis

по BERGQUIST, JOHN R., IVANICS, TOMMY, STORLIE, CURTIS B., GROESCHL, RYAN T., TEE, MAY C., HABERMANN, ELIZABETH B., SMOOT, RORY L., KENDRICK, MICHAEL L., FARNELL, MICHAEL B., ROBERTS, LEWIS R., GORES, GREGORY J., NAGORNEY, DAVID M., TRUTY, MARK J.
Опубликовано в: J Surg Oncol (2016)

Deployment of an Interdisciplinary Predictive Analytics Task Force to Inform Hospital Operational Decision-Making During the COVID-19 Pandemic

по Pollock, Benjamin D., Carter, Rickey E., Dowdy, Sean C., Dunlay, Shannon M., Habermann, Elizabeth B., Kor, Daryl J., Limper, Andrew H., Liu, Hongfang, Franco, Pablo Moreno, Neville, Matthew R., Noe, Katherine H., Poe, John D., Sampathkumar, Priya, Storlie, Curtis B., Ting, Henry H., Shah, Nilay D.
Опубликовано в: Mayo Clin Proc (2021)

Quantifying the Importance of COVID-19 Vaccination to Our Future Outlook

по Storlie, Curtis B., Pollock, Benjamin D., Rojas, Ricardo L., Demuth, Gabriel O., Johnson, Patrick W., Wilson, Patrick M., Heinzen, Ethan P., Liu, Hongfang, Carter, Rickey E., Habermann, Elizabeth B., Kor, Daryl J., Neville, Matthew R., Limper, Andrew H., Noe, Katherine H., Bydon, Mohamad, Franco, Pablo Moreno, Sampathkumar, Priya, Shah, Nilay D., Dunlay, Shannon M., Dowdy, Sean C.
Опубликовано в: Mayo Clin Proc (2021)