Author

Bobak Hosseini

University of Illinois Chicago

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Neuroscience· 3

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 3 Organism:human· 3 Assay:imaging· 3 Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Adi Maron‐KatziD· 3 shared Andrew S. CottoniD· 3 shared Anika SierkiD· 3 shared Anna R. HudsoniD· 3 shared Antje Manthey· 3 shared Benjamin Suarez‐JimeneziD· 3 shared Christian G. SchmahliD· 3 shared Christine L. LarsoniD· 3 shared

Activity by Year

2021-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

3 shared papersNeuroscience

Adi Maron‐KatzORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Multimodal Imaging-Based Classification of PTSD Using Data-Driven Computational Approaches: A Multisite Big Data Study from the ENIGMA-PGC PTSD Consortium

Xi Zhu, Yoojean Kim, Orren Ravid, Xiaofu He, Benjamin Suarez‐Jimenez, Sigal Zilcha‐Mano, Amit Lazarov, Seonjoo Lee, Chadi G. Abdallah, Michael Angstadt, Christopher L. Averill, C. Lexi Baird, Lee A. Baugh, Jennifer Urbano Blackford, Jessica A. Bomyea, , Alan N. Simmons

This paper classifies PTSD vs. controls using MRI data from multiple sites, finding better performance when distinguishing PTSD from trauma-unexposed controls than trauma-exposed controls, and showing DVAE improves generalizability.

bioRxiv · Dec 12, 2022 · PreprintNeuroscience

A Comparison of Methods to Harmonize Cortical Thickness Measurements Across Scanners and Sites

Delin Sun, Gopalkumar Rakesh, Courtney C. Haswell, Mark W. Logue, C. Lexi Baird, Erin N. O’Leary, Andrew S. Cotton, Hong Xie, Marijo Tamburrino, Tian Chen, Emily L. Dennis, Neda Jahanshad, Lauren E. Salminen, Sophia I. Thomopoulos, Faisal M. Rashid, , Rajendra A. Morey

This paper compares four methods for harmonizing cortical thickness data across multiple sites and finds that ComBat-GAM is most effective in detecting case-control differences and age-related cortical thinning.

NeuroImage · Jul 30, 2022Peer-reviewedNeuroscience

Structural Covariance Networks in Post-Traumatic Stress Disorder: A Multisite ENIGMA-PGC Study

Gopalkumar Rakesh, Mark W. Logue, Emily K. Clarke‐Rubright, Erin N. O’Leary, Courtney C. Haswell, Hong Xie, Paul M. Thompson, Emily L. Dennis, Neda Jahanshad, Saskia B.J. Koch, Jessie L. Frijling, Laura Nawijn, Miranda Olff, Mirjam van Zuiden, Faisal M. Rashid, , Evan M. Gordon

This study examines structural covariance networks in PTSD using a large multisite dataset, finding differences in centrality measures between PTSD and control groups, and highlighting sex-based and comorbid differences.

bioRxiv · Mar 13, 2021 · PreprintNeuroscience