Publications
35
Citations
308
Est. group size
~1
Recurring co-author estimate
Active years
10
Publishing since 2017
Sumra Bari's research examines mental health and behavior using brain imaging and computational/machine-learning approaches. Earlier work focused on neuroimaging methods for studying mild traumatic brain injury and brain connectivity, while more recent work uses small sets of judgment, survey, and behavioral variables to predict outcomes like anxiety, suicidality, substance use, and COVID-19 vaccination uptake. The work spans neuroscience, psychiatry, and public health, often using interpretable statistical or machine-learning models rather than purely imaging-based methods.
Publication output has grown from a low base around 2017 to a peak in 2022, followed by variable but continued activity through 2024, averaging under 4 papers per year over the last 5 years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Predicting substance use behaviors with machine learning using small sets of judgment and contextual variables
npj Mental Health Research · 2026
- Predicting COVID-19 Vaccination Uptake Using a Small and Interpretable Set of Judgment and Demographic Variables: Cross-Sectional Cognitive Science Study
JMIR Public Health and Surveillance · 2024
- Predicting suicidality with small sets of interpretable reward behavior and survey variables
Nature Mental Health · 2024
- A novel approach to anxiety level prediction using small sets of judgment and survey variables
npj Mental Health Research · 2024
- Discrete, recurrent, and scalable patterns in non-operant judgement underlie affective picture ratings
Cognitive Processing · 2024
- Characterizing major depressive disorder and substance use disorder using heatmaps and variable interactions: The utility of operant behavior and brain structure relationships
PLoS ONE · 2024
- Predicting COVID-19 Vaccination Uptake Using a Small and Interpretable Set of Judgment and Demographic Variables: Cross-Sectional Cognitive Science Study (Preprint)
2023
- Anxiety, Post–COVID-19 Syndrome-Related Depression, and Suicidal Thoughts and Behaviors in COVID-19 Survivors: Cross-sectional Study
JMIR Formative Research · 2022
- The Prevalence of Psychotic Symptoms, Violent Ideation, and Disruptive Behavior in a Population With SARS-CoV-2 Infection: Preliminary Study
JMIR Formative Research · 2022
- The Relationship Between a History of High-risk and Destructive Behaviors and COVID-19 Infection: Preliminary Study
JMIR Formative Research · 2022
- Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings
arXiv (Cornell University) · 2022
- Anxiety, Post-COVID-Syndrome-related depression, and suicidal thinking and behavior in COVID-19 survivors: a preliminary study (Preprint)
2022
- The Relationship Between a History of High-risk and Destructive Behaviors and COVID-19 Infection: Preliminary Study (Preprint)
2022
- Preliminary Report: Localized Cerebral Blood Flow Mediates the Relationship between Progesterone and Perceived Stress Symptoms among Female Collegiate Club Athletes after Mild Traumatic Brain Injury
Journal of Neurotrauma · 2021
- Uncovering multi-site identifiability based on resting-state functional connectomes
NeuroImage · 2019
- arXiv (Cornell University)×4
- JMIR Formative Research×3
- Journal of Neurotrauma×2
- Scientific Reports×2
- npj Mental Health Research×2
- Nicole L. Vike
Medicine · Purdue University West Lafayette
- Thomas M. Talavage
Medicine · Purdue University West Lafayette
- Emily L. Dennis
Medicine · The Ohio State University
- Jaroslaw Harezlak
Medicine · Indiana University
- Taylor A. Lee
Medicine · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile