2021
Towards a Network Control Theory of Electroconvulsive Therapy Response.
CoRR, 2021

A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder.
CoRR, 2021

Genetic, Individual, and Familial Risk Correlates of Brain Network Controllability in Major Depressive Disorder.
CoRR, 2021

An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling.
CoRR, 2021

Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks.
CoRR, 2021

2020
PHOTON - A Python API for Rapid Machine Learning Model Development.
CoRR, 2020

2019
Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression.
CoRR, 2019

Biological sex classification with structural MRI data shows increased misclassification in transgender women.
CoRR, 2019