University of Pennsylvania · Biomedical EngineeringThe NeuroImaging Lab
Christos Davatzikos · Philadelphia, Pennsylvania
Research Focus
Dr. Christos Davatzikos leads a lab at the University of Pennsylvania that focuses on using advanced imaging and machine learning techniques to study the brain. The research primarily explores how the brain changes with aging and how these changes relate to conditions like Alzheimer's disease and glioblastoma. The lab aims to improve early diagnosis and treatment strategies for neurodegenerative disorders using large datasets and innovative analytical methods.
Alzheimer's Diseaseneuroimagingmachine learningglioblastomabrain agingdeep learningimaging analysisclinical outcomespredictive modeling
Research Aims
5AIM 01Develop machine learning methods to analyze brain imaging data for early detection of Alzheimer's Disease.
AIM 02Create predictive models to assess cognitive decline and clinical outcomes in patients with neurodegenerative diseases.
AIM 03Characterize the heterogeneity of brain changes associated with aging and Alzheimer's Disease using imaging analytics.
AIM 04Refine quantitative imaging techniques to improve diagnostics for glioblastoma.
AIM 05Integrate vast datasets from multiple studies to derive normative brain aging metrics.
Skills the Lab Values
MRI imagingmachine learning algorithmsdata harmonizationAI-based pattern analysisdeep learningimage processingbiostatisticsclinical data analysisfeature extraction
Output against the department
Publications1,234top 3% of dept.20th of 595
this lab
most publishedleast published
Citations66ktop 2% of dept.12th of 595
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.