Search | Nursing VHL Search Portal

1.

Targeted Learning with an Undersmoothed Lasso Propensity Score Model for Large-Scale Covariate Adjustment in Healthcare Database Studies.

Wyss, Richard; van der Laan, Mark; Gruber, Susan; Shi, Xu; Lee, Hana; Dutcher, Sarah K; Nelson, Jennifer C; Toh, Sengwee; Russo, Massimiliano; Wang, Shirley V; Desai, Rishi J; Lin, Kueiyu Joshua.

Am J Epidemiol ; 2024 Mar 21.

Article in English | MEDLINE | ID: mdl-38517025

2.

Improving Methods of Identifying Anaphylaxis for Medical Product Safety Surveillance Using Natural Language Processing and Machine Learning.

Carrell, David S; Gruber, Susan; Floyd, James S; Bann, Maralyssa A; Cushing-Haugen, Kara L; Johnson, Ron L; Graham, Vina; Cronkite, David J; Hazlehurst, Brian L; Felcher, Andrew H; Bejan, Cosmin A; Kennedy, Adee; Shinde, Mayura U; Karami, Sara; Ma, Yong; Stojanovic, Danijela; Zhao, Yueqin; Ball, Robert; Nelson, Jennifer C.

Am J Epidemiol ; 192(2): 283-295, 2023 02 01.

Article in English | MEDLINE | ID: mdl-36331289

3.

Evaluating and improving real-world evidence with Targeted Learning.

Gruber, Susan; Phillips, Rachael V; Lee, Hana; Concato, John; van der Laan, Mark.

BMC Med Res Methodol ; 23(1): 178, 2023 08 02.

Article in English | MEDLINE | ID: mdl-37533017

4.

Data-Adaptive Selection of the Propensity Score Truncation Level for Inverse-Probability-Weighted and Targeted Maximum Likelihood Estimators of Marginal Point Treatment Effects.

Gruber, Susan; Phillips, Rachael V; Lee, Hana; van der Laan, Mark J.

Am J Epidemiol ; 191(9): 1640-1651, 2022 08 22.

Article in English | MEDLINE | ID: mdl-35512316

5.

Identification and Validation of Anaphylaxis Using Electronic Health Data in a Population-based Setting.

Bann, Maralyssa A; Carrell, David S; Gruber, Susan; Shinde, Mayura; Ball, Robert; Nelson, Jennifer C; Floyd, James S.

Epidemiology ; 32(3): 439-443, 2021 05 01.

Article in English | MEDLINE | ID: mdl-33591057

6.

Can Machine Learning Help Identify Patients at Risk for Recurrent Sexually Transmitted Infections?

Elder, Heather R; Gruber, Susan; Willis, Sarah J; Cocoros, Noelle; Callahan, Myfanwy; Flagg, Elaine W; Klompas, Michael; Hsu, Katherine K.

Sex Transm Dis ; 48(1): 56-62, 2021 01.

Article in English | MEDLINE | ID: mdl-32810028

7.

Consequences of Depletion of Susceptibles for Hazard Ratio Estimators Based on Propensity Scores.

Fireman, Bruce; Gruber, Susan; Zhang, Zilu; Wellman, Robert; Nelson, Jennifer Clark; Franklin, Jessica; Maro, Judith; Murray, Catherine Rogers; Toh, Sengwee; Gagne, Joshua; Schneeweiss, Sebastian; Amsden, Laura; Wyss, Richard.

Epidemiology ; 31(6): 806-814, 2020 11.

Article in English | MEDLINE | ID: mdl-32841986

8.

Using electronic health records to identify candidates for human immunodeficiency virus pre-exposure prophylaxis: An application of super learning to risk prediction when the outcome is rare.

Gruber, Susan; Krakower, Douglas; Menchaca, John T; Hsu, Katherine; Hawrusik, Rebecca; Maro, Judith C; Cocoros, Noelle M; Kruskal, Benjamin A; Wilson, Ira B; Mayer, Kenneth H; Klompas, Michael.

Stat Med ; 39(23): 3059-3073, 2020 10 15.

Article in English | MEDLINE | ID: mdl-32578905

9.

Elated or sad mood induction affects the attention of patients with a bipolar disorder less than that of patients with a depressive disorder.

Drueke, Barbara; Gruber, Susan; Boecker, Maren; Gauggel, Siegfried; Mainz, Verena.

Cogn Neuropsychiatry ; 25(2): 85-98, 2020 03.

Article in English | MEDLINE | ID: mdl-31707921

10.

Finding uncoded anaphylaxis in electronic health records to estimate the sensitivity of ICD10 codes.

Hazlehurst, Brian; Carrell, David S; Bann, Maralyssa A; Nelson, Jennifer; Gruber, Susan; Slaughter, Matthew; Cronkite, David J; Ball, Robert; Floyd, James S.

Am J Epidemiol ; 2024 May 16.

Article in English | MEDLINE | ID: mdl-38751242

11.

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses.

Wang, Shirley V; Jin, Yinzhu; Fireman, Bruce; Gruber, Susan; He, Mengdong; Wyss, Richard; Shin, HoJin; Ma, Yong; Keeton, Stephine; Karami, Sara; Major, Jacqueline M; Schneeweiss, Sebastian; Gagne, Joshua J.

Am J Epidemiol ; 187(8): 1799-1807, 2018 08 01.

Article in English | MEDLINE | ID: mdl-29554199

12.

Comparison of privacy-protecting analytic and data-sharing methods: A simulation study.

Yoshida, Kazuki; Gruber, Susan; Fireman, Bruce H; Toh, Sengwee.

Pharmacoepidemiol Drug Saf ; 27(9): 1034-1041, 2018 09.

Article in English | MEDLINE | ID: mdl-30022561

13.

Ultra-Short-Course Antibiotics for Patients With Suspected Ventilator-Associated Pneumonia but Minimal and Stable Ventilator Settings.

Klompas, Michael; Li, Lingling; Menchaca, John T; Gruber, Susan.

Clin Infect Dis ; 64(7): 870-876, 2017 Apr 01.

Article in English | MEDLINE | ID: mdl-28034888

14.

The Authors Respond.

Floyd, James S; Gruber, Susan; Carrell, David S; Bann, Maralyssa A.

Epidemiology ; 33(1): e2-e3, 2022 01 01.

Article in English | MEDLINE | ID: mdl-34847087

15.

Incidence and Trends of Sepsis in US Hospitals Using Clinical vs Claims Data, 2009-2014.

Rhee, Chanu; Dantes, Raymund; Epstein, Lauren; Murphy, David J; Seymour, Christopher W; Iwashyna, Theodore J; Kadri, Sameer S; Angus, Derek C; Danner, Robert L; Fiore, Anthony E; Jernigan, John A; Martin, Greg S; Septimus, Edward; Warren, David K; Karcz, Anita; Chan, Christina; Menchaca, John T; Wang, Rui; Gruber, Susan; Klompas, Michael.

JAMA ; 318(13): 1241-1249, 2017 10 03.

Article in English | MEDLINE | ID: mdl-28903154

16.

Limitations of empirical calibration of p-values using observational data.

Gruber, Susan; Tchetgen Tchetgen, Eric.

Stat Med ; 35(22): 3869-82, 2016 09 30.

Article in English | MEDLINE | ID: mdl-26970249

17.

Letter to the Editor re Beachler, et al, 2021.

Gruber, Susan; Carrell, David S; Floyd, James S; Nelson, Jennifer C; Hazlehurst, Brian L; Heagerty, Patrick J.

Pharmacoepidemiol Drug Saf ; 30(12): 1735-1736, 2021 12.

Article in English | MEDLINE | ID: mdl-34409675

18.

Design and analysis choices for safety surveillance evaluations need to be tuned to the specifics of the hypothesized drug-outcome association.

Gruber, Susan; Chakravarty, Aloka; Heckbert, Susan R; Levenson, Mark; Martin, David; Nelson, Jennifer C; Psaty, Bruce M; Pinheiro, Simone; Reich, Christian G; Toh, Sengwee; Walker, Alexander M.

Pharmacoepidemiol Drug Saf ; 25(9): 973-81, 2016 09.

Article in English | MEDLINE | ID: mdl-27418432

19.

Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets.

Gruber, Susan; Logan, Roger W; Jarrín, Inmaculada; Monge, Susana; Hernán, Miguel A.

Stat Med ; 34(1): 106-17, 2015 Jan 15.

Article in English | MEDLINE | ID: mdl-25316152

20.

A general framework for developing computable clinical phenotype algorithms.

Carrell, David S; Floyd, James S; Gruber, Susan; Hazlehurst, Brian L; Heagerty, Patrick J; Nelson, Jennifer L; Williamson, Brian D; Ball, Robert.

J Am Med Inform Assoc ; 2024 May 15.

Article in English | MEDLINE | ID: mdl-38748991

Nursing VHL Search Portal

Information and Knowledge for Health

Config filters

Your selection (0)

Export format:

Export: