Personal profile
Research interests
Louise is a Senior Lecturer in Health Data Science in the MRC Integrative Epidemiology Unit (IEU) at the University of Bristol. Following an undergraduate Computer Science degree and MSc in Machine Learning and Data Mining, she completed an interdisciplinary PhD at the interface of Computer Science and Epidemiology. Since then she has continued her interdisciplinary research, developing and applying data mining approaches in Epidemiology, with a focus on analysing time-series data, and hypothesis-free causal inference with Mendelian randomization. Louise is Co-Director of the MSc in Medical Statistics and Health Data Science.
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Collaborations and top research areas from the last five years
Research output
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The Feasibility of Smartwatch Micro–Ecological Momentary Assessment for Tracking Eating Patterns of Malaysian Children and Adolescents in the South-East Asian Community Observatory Child Health Update 2020: Cross-Sectional Study
Lane, R. G. S., Millard, L. A. C., Salway, R. E., Stone, C. J., Skinner, A. L., Brady, S., Mariapun, J., Rajakumar, S., Ramadas, A., Rizal, H., Johnson, L., Su, T. T. & Armstrong, M. E. G., 6 Feb 2026, In: JMIR. 28, 14 p., e73435.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Evaluating classification performance across operating contexts: A comparison of decision curve analysis and cost curves
Millard, L. A. & Flach, P. A., 29 Sept 2025, 22 p.Research output: Working paper › Preprint
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Linking digital footprint data into longitudinal population studies
Burgess, R. J., Boyd, A. W., Davis, O. S. P., Millard, L. A. C., Mumme, M. G., Robertson, S., Skinner, A. L., Xiao, Z. & Skatova, A., 3 Jun 2025, In: International Journal of Population Data Science. 10, 1, p. 1-9 9 p., 15.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access
Projects
- 2 Finished
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MRC: Innovating behaviour & health surveillance for cardiovascular disease prevention in Malaysia.
Armstrong, M. E. G. (Principal Investigator), Johnson, L. (Co-Investigator), Skinner, A. L. (Co-Investigator) & Millard, L. A. C. (Principal Investigator)
1/01/20 → 31/12/23
Project: Research
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MRC: Innovating behaviour & health surveillance for cardiovascular disease prevention in Malaysia.
Millard, L. A. C. (Principal Investigator)
31/12/19 → 31/12/22
Project: Research
Datasets
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Additional file 2 of Identifying the potential causal role of insomnia symptoms on 11,409 health-related outcomes: a phenome-wide Mendelian randomisation analysis in UK Biobank
Gibson, M. J. (Creator), Lawlor, D. A. (Creator) & Millard, L. A. C. (Creator), figshare, 13 Apr 2023
DOI: 10.6084/m9.figshare.22623895, https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Identifying_the_potential_causal_role_of_insomnia_symptoms_on_11_409_health-related_outcomes_a_phenome-wide_Mendelian_randomisation_analysis_in_UK_Biobank/22623895 and one more link, https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Identifying_the_potential_causal_role_of_insomnia_symptoms_on_11_409_health-related_outcomes_a_phenome-wide_Mendelian_randomisation_analysis_in_UK_Biobank/22623895/1 (show fewer)
Dataset