Indiana University-Purdue University-Indianapolis · Mathematics & StatisticsNeuroimaging and Mental Health Lab
Yi Zhao · Indianapolis, Indiana
Research Focus
The research lab led by Dr. Yi Zhao at Indiana University focuses on advancing statistical methods to analyze complex longitudinal data in the context of neuroimaging and mental health. By developing innovative models that take into account various factors such as genetics, environmental influences, and demographic differences, the lab aims to understand brain changes associated with conditions like Alzheimer's disease and the impacts of substance abuse. This work seeks to improve personalized strategies for prevention and intervention, particularly for adolescents and the elderly.
longitudinal modelingneuroimagingAlzheimer's diseasesubstance abusehigh-dimensional data
Research Aims
3AIM 01Develop novel regression frameworks for analyzing longitudinal high-dimensional data.
AIM 02Create path analysis methodologies for integrated data from multiple modalities.
AIM 03Characterize individual growth trajectories of complex neurodevelopmental variables.
Skills the Lab Values
statistical modelingregression analysisdata integrationpath analysissoftware developmentbig data analysiscomputational algorithmsneurocognitive data analysisquantitative research
Output against the department
Publications334top 34% of dept.44th of 131
this lab
most publishedleast published
Citations25ktop 21% of dept.28th 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.