Johns Hopkins University · Mathematics & StatisticsBrain Mapping and Prediction Lab
Martin Lindquist · Baltimore, Maryland
Research Focus
Dr. Martin Lindquist's lab at Johns Hopkins University focuses on improving how we understand brain activity through advanced neuroimaging techniques. By developing new models that account for individual differences in brain structure and hemodynamic responses, the lab aims to enhance our ability to map brain function to behaviors and mental states. This research has significant implications for identifying and treating mental health disorders and understanding cognitive processes.
neuroimagingfunctional MRIhemodynamic responsebrain mappingindividual differencespredictive modelingmental healthconnectomedata analysiscognitive function
Research Aims
5AIM 01Develop new diffeomorphic latent space models to improve brain topography analysis.
AIM 02Create demographic-specific spatiotemporal hemodynamic response function atlases.
AIM 03Optimize methods for estimating hemodynamic response across different populations.
AIM 04Investigate the relationship between topological and geometrical alignment in brain data.
AIM 05Produce an HRF atlas to facilitate better analysis of brain connectivity and function.
Skills the Lab Values
functional magnetic resonance imaging (fMRI)statistical modelingdata analysisneural network modelingsoftware developmentdiffeomorphic alignmentHRF modelingphenotypic analysisprogramming in R/Pythonconnectome mapping
Output against the department
Publications279top 40% of dept.52nd of 131
this lab
most publishedleast published
Citations17ktop 26% of dept.34th of 131
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.