Johns Hopkins University · NeuroscienceMarsh Lab
Elisabeth Breese Marsh · Baltimore, Maryland
Research Focus
Dr. Elisabeth Breese Marsh's lab at Johns Hopkins University focuses on understanding and addressing vascular cognitive impairment in patients who have experienced minor strokes. The research aims to identify noninvasive digital biomarkers to predict cognitive decline, leveraging advanced neuroimaging techniques like magnetoencephalography (MEG) and electroencephalography (EEG) combined with deep learning methods. Ultimately, their goal is to develop tools that can help identify patients at risk for cognitive impairment after stroke, leading to timely interventions that could improve patient outcomes.
vascular cognitive impairmentminor strokedigital biomarkermachine learningneuroimaging
Research Aims
3AIM 01Identify neurophysiologic similarities between transient and persistent vascular cognitive impairment.
AIM 02Determine features of functional connectivity that predict conversion to vascular cognitive impairment.
AIM 03Develop a digital biomarker using MEG and EEG that predicts cognitive decline in stroke patients.
Skills the Lab Values
MEGEEGdeep learningdata analysisclinical researchsignal processingpatient monitoringbiomarker developmentfunctional connectivityneurophysiology
Output against the department
Publications172top 44% of dept.291st of 671
this lab
most publishedleast published
Citations2.4kbottom 16% of dept.566th of 671
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.