Albert Montillo

Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder

This study identifies genes linked to brain activity that show disrupted associations in autism spectrum disorder, highlighting excitation-inhibition imbalance and regional effects.

Predictive Patterns of Antidepressant Response from Pre-Treatment Reward Processing using Functional MRI and Deep Learning: Key Results from the EMBARC Randomized Clinical Trial

This paper uses deep learning on pre-treatment reward processing fMRI and clinical data to predict antidepressant outcomes, achieving up to 37% variance explained and remission prediction with NNT 2-4.

Predicting Longitudinal Disease Severity for Individuals with Parkinson's Disease using Functional MRI and Machine Learning Prognostic Models

This paper uses rs-fMRI features and machine learning to predict Parkinson's disease progression, achieving significant variance explanation in clinical scores over time.