Statistical Modeling in Clinical Studies

I have extensive experience in machine learning analyses with large datasets. I have applied these skills to a range of clinical problems, spanning paediatric orthopaedics and psychiatry, including:

- developing predictive models for outcomes in patients with congenital talipes equinovarus (CTEV);
- evaluating the psychometric properties of a new psychiatric survey for body dysmorphic disorder (BDD);
- using generalised linear modelling to examine the effects of group CBT for BDD.

To learn more about this work, please see the relevant publications:
Gelfer, Y., Cavanagh, SE., Bridgens, A., Ashby, E., Bouchard, M., Leo, DG. et al. (2024) The Core outcome Clubfoot (CoCo) study: relapse, with poorer clinical and quality of life outcomes, affects 37% of idiopathic clubfoot patients - The Bone & Joint Journal, 106-B(7), pp. 735-743 [Link]
Psychometric Properties of the Body Image Questionnaire - Parent (BIQ-P) (in preparation)