Publications

PhD Thesis

• • Nonparametric clustering for spatio-temporal data (2019), theses.gla.ac.uk/40957/

Published

• • A. Venkatasubramaniam, B. Koch, L. Erickson, S. French, D. Vock and J. Wolfson (2021), "Assessing effect heterogeneity of a randomized treatment using conditional inference trees", Statistical Methods in Medical Research, (Accepted).

  • J. Wolfson and A. Venkatasubramaniam (2018), "Branching Out: Applications of Decision Trees in Epidemiology", Invited, Current Epidemiology Reports.

  • A. Venkatasubramaniam, J. Wolfson, N. Mitchell, T. Barnes, M. Jaka, S. French (2017), "Decision Trees in Epidemiological Research", Emerging themes in Epidemiology.

  • R. Bora, S. Akhtar, A. Venkatasubramaniam, J. Wolfson, R. Rao (2015), "Effect of 40-cm segment umbilical cord milking on hemoglobin and serum ferritin at six months of age in full term infants of anemic and non-anemic mothers", Journal of Perinatology.

On arXiv

• A. Venkatasubramaniam and J. Wolfson (2021), "visTree: Visualization for conditional inference tree".

In Preparation/Under Review

• • A. Venkatasubramaniam, J. Dennis, S. Vollmer, B. Mateen and B. Shields (2021+), "A forest-based analysis study for evaluating treatment effect heterogeneity in Type 2 diabetes patients".

  • K. Diaz-Ordaz, R. Sonabend, A. Venkatasubramaniam and C. Harbron, (2021+), "Adding Value to Prediction models for Cancer Survival: the case for genomics data and machine learning methods ".

  • A. Gouwy, S. Vollmer, B. Mateen, A. Venkatasubramaniam, J. Bowden and J. Dennis (2021+): "The effect of age on 30-day mortality after admission to critical care with COVID-19 for patients with Type 2 diabetes".