Dongju Seo, PhD
Associate Professor of PsychiatryCards
About
Research
Overview
Dr. Seo's research aims to improve public mental health by investigating the neurobiological mechanisms underlying stress and addiction, translating these insights into clinical science and effective intervention development through advanced approaches including AI.
Laboratory for Healthy Minds (LHM)
https://medicine.yale.edu/lab/lhm/
The Laboratory for Healthy Minds (Director: Dongju Seo, PhD) is a translational research laboratory at the intersection of applied AI, digital health, and the neuroscience of stress and addiction. We develop and validate AI-driven tools that span early risk detection to scalable digital intervention.
Current research areas include:
1) AI-Based Early Risk Detection
This research focuses on developing multimodal AI models that integrate wearable, smartphone, physiological, and clinical data for the early detection of stress-related risks and timely clinical intervention.
2) Digital Interventions
Designed to optimize digital mental health delivery, this initiative systematically assesses the therapeutic efficacy of breathing and emotion-regulation interventions for stress and addiction-related disorders. Delivered via integrated smartphone, wearable, and telehealth frameworks, the interventions incorporate selective AI-assisted elements to enhance personalized care and treatment engagement.
3) Brain-Body Biomarkers of Stress
The LHM utilizes multimodal neuroimaging—integrating fMRI with ECG, HPA-axis hormonal profiles, and metabolic biomarkers—to identify mechanisms and predictive markers of stress-related pathology, relapse vulnerability, and treatment response.
4) Brain-Body Biomarkers of Stress
Our research investigates the neural mechanisms underlying reward processing and reinforcement learning in humans, providing a biologically grounded framework for understanding adaptive behavior.
Digital Health; Artificial Intelligence; Smartphone Applications; Wearable Technologies; Stress; Substance Use Disorder; Breathing Exercises; Reinforcement Learning; Machine Learning; Neuroimaging