Hubbard AE - Search Results

1

Evolving beyond the vicious triad: Differential mediation of traumatic coagulopathy by injury, shock, and resuscitation.

Kutcher ME, Howard BM, Sperry JL, Hubbard AE, Decker AL, Cuschieri J, Minei JP, Moore EE, Brownstein BH, Maier RV, Cohen MJ. Kutcher ME, et al. Among authors: hubbard ae. J Trauma Acute Care Surg. 2015 Mar;78(3):516-23. doi: 10.1097/TA.0000000000000545. J Trauma Acute Care Surg. 2015. PMID: 25710421

2

Time-dependent prediction and evaluation of variable importance using superlearning in high-dimensional clinical data.

Hubbard A, Munoz ID, Decker A, Holcomb JB, Schreiber MA, Bulger EM, Brasel KJ, Fox EE, del Junco DJ, Wade CE, Rahbar MH, Cotton BA, Phelan HA, Myers JG, Alarcon LH, Muskat P, Cohen MJ; PROMMTT Study Group. Hubbard A, et al. J Trauma Acute Care Surg. 2013 Jul;75(1 Suppl 1):S53-60. doi: 10.1097/TA.0b013e3182914553. J Trauma Acute Care Surg. 2013. PMID: 23778512 Free PMC article.

3

Pragmatic Randomized Optimal Platelet and Plasma Ratios (PROPPR) Trial: design, rationale and implementation.

Baraniuk S, Tilley BC, del Junco DJ, Fox EE, van Belle G, Wade CE, Podbielski JM, Beeler AM, Hess JR, Bulger EM, Schreiber MA, Inaba K, Fabian TC, Kerby JD, Cohen MJ, Miller CN, Rizoli S, Scalea TM, O'Keeffe T, Brasel KJ, Cotton BA, Muskat P, Holcomb JB; PROPPR Study Group. Baraniuk S, et al. Injury. 2014 Sep;45(9):1287-95. doi: 10.1016/j.injury.2014.06.001. Epub 2014 Jun 10. Injury. 2014. PMID: 24996573 Free PMC article. Clinical Trial.

4

Variable importance and prediction methods for longitudinal problems with missing variables.

Díaz I, Hubbard A, Decker A, Cohen M. Díaz I, et al. PLoS One. 2015 Mar 27;10(3):e0120031. doi: 10.1371/journal.pone.0120031. eCollection 2015. PLoS One. 2015. PMID: 25815719 Free PMC article.

5

Semiparametric Estimation of the Impacts of Longitudinal Interventions on Adolescent Obesity using Targeted Maximum-Likelihood: Accessible Estimation with the ltmle Package.

Decker AL, Hubbard A, Crespi CM, Seto EY, Wang MC. Decker AL, et al. J Causal Inference. 2014 Mar;2(1):95-108. doi: 10.1515/jci-2013-0025. J Causal Inference. 2014. PMID: 26046009 Free PMC article.

6

Statistical Machines for Trauma Hospital Outcomes Research: Application to the PRospective, Observational, Multi-Center Major Trauma Transfusion (PROMMTT) Study.

Moore SE, Decker A, Hubbard A, Callcut RA, Fox EE, Del Junco DJ, Holcomb JB, Rahbar MH, Wade CE, Schreiber MA, Alarcon LH, Brasel KJ, Bulger EM, Cotton BA, Muskat P, Myers JG, Phelan HA, Cohen MJ; PROMMTT Study Group. Moore SE, et al. PLoS One. 2015 Aug 21;10(8):e0136438. doi: 10.1371/journal.pone.0136438. eCollection 2015. PLoS One. 2015. PMID: 26296088 Free PMC article.

7

Finding the signal in the noise: Could social media be utilized for early hospital notification of multiple casualty events?

Callcut RA, Moore S, Wakam G, Hubbard AE, Cohen MJ. Callcut RA, et al. Among authors: hubbard ae. PLoS One. 2017 Oct 5;12(10):e0186118. doi: 10.1371/journal.pone.0186118. eCollection 2017. PLoS One. 2017. PMID: 28982201 Free PMC article.

8

Machine learning without borders? An adaptable tool to optimize mortality prediction in diverse clinical settings.

Christie SA, Hubbard AE, Callcut RA, Hameed M, Dissak-Delon FN, Mekolo D, Saidou A, Mefire AC, Nsongoo P, Dicker RA, Cohen MJ, Juillard C. Christie SA, et al. Among authors: hubbard ae. J Trauma Acute Care Surg. 2018 Nov;85(5):921-927. doi: 10.1097/TA.0000000000002044. J Trauma Acute Care Surg. 2018. PMID: 30059457 Free PMC article.

9

Big data and targeted machine learning in action to assist medical decision in the ICU.

Pirracchio R, Cohen MJ, Malenica I, Cohen J, Chambaz A, Cannesson M, Lee C, Resche-Rigon M, Hubbard A; ACTERREA Research Group. Pirracchio R, et al. Anaesth Crit Care Pain Med. 2019 Aug;38(4):377-384. doi: 10.1016/j.accpm.2018.09.008. Epub 2018 Oct 16. Anaesth Crit Care Pain Med. 2019. PMID: 30339893 Review.

10

Dynamic multi-outcome prediction after injury: Applying adaptive machine learning for precision medicine in trauma.

Christie SA, Conroy AS, Callcut RA, Hubbard AE, Cohen MJ. Christie SA, et al. Among authors: hubbard ae. PLoS One. 2019 Apr 10;14(4):e0213836. doi: 10.1371/journal.pone.0213836. eCollection 2019. PLoS One. 2019. PMID: 30970030 Free PMC article.

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