Ellie Van Vogt

Faculty of Medicine, School of Public Health

NIHR Doctoral Fellow

Contact

Location

Stadium HouseWhite City Campus

Summary

Ellie is currently an NHIR Doctoral Fellow at the Imperial clinical Trials Unit (ICTU). Their work focuses on the use of machine learning methods for discovering treatment effect heterogeneity in trials.

Ellie joined ICTU in July 2019 as an NIHR Research Methods Summer Intern until September 2019. Through the summer of 2020 they worked as the systematic review coordinator for the SCiPAD study before starting their Pre-doctoral Fellowship in October 2020. The first year of their fellowship was used to complete an MSc in Health Data Analytics and Machine Learning, during the second year the research causal machine learning methods for modelling conditional average treatment effects in trials. Since the end of their fellowship Ellie has worked on a similar project with the Alan Turing Institute and the MRC Clinical Trials Unit at University College London, and worked as a network meta-analysis statistician on topical treatments for Eczema at Imperial.

Publications

Journals

Kelleher MM, Phillips R, Brown SJ, et al.Kelleher MM, Phillips R, Brown SJ, Cro S, Cornelius V, Carlsen KCL, Skjerven HO, Rehbinder EM, Lowe AJ, Dissanayake E, Shimojo N, Yonezawa K, Ohya Y, Yamamoto-Hanada K, Morita K, Axon E, Cork M, Cooke A, Van Vogt E, Schmitt J, Weidinger S, McClanahan D, Simpson E, Duley L, Askie LM, Williams HC, Boyle RJ close, 2022, Skin care interventions in infants for preventing eczema and food allergy., Cochrane Database of Systematic Reviews, Vol:11, ISSN:1469-493X, Pages:1-177

Van Vogt E, Cro S, Cornelius VR, et al.Van Vogt E, Cro S, Cornelius VR, Williams HC, Askie LM, Phillips R, Kelleher MM, Boyle RJ close, 2021, Individual participant data meta-analysis versus aggregate data meta-analysis: a case study in eczema and food allergy prevention., Clinical and Experimental Allergy, Vol:52, ISSN:0954-7894

Tan P-T, Cro S, Van Vogt E, et al.Tan P-T, Cro S, Van Vogt E, Szigeti M, Cornelius V close, 2021, A review of the use of controlled multiple imputation in randomised controlled trials with missing outcome data, Bmc Medical Research Methodology, Vol:21, ISSN:1471-2288

Kelleher MM, Cro S, Van Vogt E, et al.Kelleher MM, Cro S, Van Vogt E, Cornelius V, Lodrup Carlsen KC, Ove Skjerven H, Rehbinder EM, Lowe A, Dissanayake E, Shimojo N, Yonezawa K, Ohya Y, Yamamoto-Hanada K, Morita K, Cork M, Cooke A, Simpson EL, McClanahan D, Weidinger S, Schmitt J, Axon E, Tran L, Surber C, Askie LM, Duley L, Chalmers JR, Williams HC, Boyle RJ close, 2021, Skincare interventions in infants for preventing eczema and food allergy: A cochrane systematic review and individual participant data meta-analysis, Clinical and Experimental Allergy, Vol:51, ISSN:0954-7894, Pages:402-418

Kelleher MM, Cro S, Cornelius V, et al.Kelleher MM, Cro S, Cornelius V, Lodrup Carlsen KC, Skjerven HO, Rehbinder EM, Lowe AJ, Dissanayake E, Shimojo N, Yonezawa K, Ohya Y, Yamamoto-Hanada K, Morita K, Axon E, Surber C, Cork M, Cooke A, Tran L, Van Vogt E, Schmitt J, Weidinger S, McClanahan D, Simpson E, Duley L, Askie LM, Chalmers JR, Williams HC, Boyle RJ close, 2021, Skin care interventions in infants for preventing eczema and food allergy., Cochrane Database of Systematic Reviews, Vol:2021, ISSN:1469-493X, Pages:1-165

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