Area of research
Psychiatry and Mental health · Cognitive Neuroscience
Research interest
Research interests include Neuroimaging, Medicine, Psychology, Neuroscience, Cognition, and Artificial intelligence.
Neuroimaging endophenotypes reveal underlying mechanisms and genetic factors contributing to progression and development of four brain disorders
Proteomic signatures of corona and herpes viral antibodies identify IGDCC4 as a mediator of neurodegeneration
Brain aging patterns in a large and diverse cohort of 49,482 individuals
Proteomics identifies potential immunological drivers of postinfection brain atrophy and cognitive decline
Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo
Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals
Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimer’s disease continuum
Genomic loci influence patterns of structural covariance in the human brain
Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium
Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population
Intensive Blood Pressure Management Preserves Functional Connectivity in Patients with Hypertension from the Systolic Blood Pressure Intervention Randomized Trial
Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression
Brain Structure Among Middle-aged and Older Adults With Long-standing Type 1 Diabetes in the DCCT/EDIC Study
Elevated blood pressure is associated with advanced brain aging in mid‐life: A 30‐year follow‐up of The CARDIA Study
A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes
Changes in brain functional connectivity and cognition related to white matter lesion burden in hypertensive patients from SPRINT
MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning
The Brain Chart of Aging: Machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans
Cognitive Processing Speed Is Strongly Related to Driving Skills, Financial Abilities, and Other Instrumental Activities of Daily Living in Persons With Mild Cognitive Impairment and Mild Dementia
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan
Association of Intensive vs Standard Blood Pressure Control With Cerebral White Matter Lesions
Association of Midlife Hearing Impairment With Late-Life Temporal Lobe Volume Loss
Poor awareness of IADL deficits is associated with reduced regional brain volume in older adults with cognitive impairment
White matter microstructure, white matter lesions, and hypertension: An examination of early surrogate markers of vascular-related brain change in midlife
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
Diagnostic potential of structural neuroimaging for depression from a multi-ethnic community sample
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection