Area of research
Radiology, Nuclear Medicine and Imaging · Cellular and Molecular Neuroscience
Research interest
Research focused on Regression and Antidepressant, with related work in Major depressive disorder, Transcranial magnetic stimulation, Wavelet. Notable publications include 'Establishing moderators and biosignatures of antidepressant response in clinical care (EMBARC): Rationale and design', 'Methods for Scalar‐on‐Function Regression', and 'A pilot in vivo proton magnetic resonance spectroscopy study of amino acid neurotransmitter response to ketamine treatment of major depressive disorder'.
Quantitative mapping of human hair greying and reversal in relation to life stress
Nonparametric <i>k</i>-Sample Test on Shape Spaces with Applications to Mitochondrial Shape Analysis
Performance and precision of double digestion RAD (ddRAD) genotyping in large multiplexed datasets of marine fish species
Statistical analysis plan for stage 1 EMBARC (Establishing Moderators and Biosignatures of Antidepressant Response for Clinical Care) study
Establishing moderators and biosignatures of antidepressant response in clinical care (EMBARC): Rationale and design
Methods for Scalar‐on‐Function Regression
Generated effect modifiers (GEM’s) in randomized clinical trials
A pilot in vivo proton magnetic resonance spectroscopy study of amino acid neurotransmitter response to ketamine treatment of major depressive disorder
The reliability of repeated TMS measures in older adults and in patients with subacute and chronic stroke
Wavelet-domain regression and predictive inference in psychiatric neuroimaging
Treatment Decisions Based on Scalar and Functional Baseline Covariates
Wavelet-based scalar-on-function finite mixture regression models
Wavelet-Based LASSO in Functional Linear Regression