Author

Justine Ziolkowski

Douglas Mental Health University Institute

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

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Neuroscience· 5

Signature Assays, Organisms & Methods

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Organism:human· 5 Approach:statistical model· 5 Assay:imaging· 4 Research Focus:clustering· 2 Research Focus:differential expression· 2 Research Focus:gene regulatory network inference· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1

Frequent Co-Authors

Gabriel A. DevenyiiD· 3 shared M. Mallar ChakravartyiD· 3 shared Alyssa DaiiD· 2 shared Armin RaznahaniD· 2 shared Yohan YeeiD· 2 shared Alana Iaboni· 1 shared Alea A. MillsiD· 1 shared Alessandro GozziiD· 1 shared

Activity by Year

2021-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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3 shared papersNeuroscience

Gabriel A. DevenyiORCID

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5 papers

Recent·Most cited

Algorithmic Geometry Shapes the Biological Meaning of Thalamocortical Structural Covariance

Yuhan Liu, Valerie J. Sydnor, Alyssa Dai, Justine Ziolkowski, Shana Fu, Gabriel A. Devenyi, Theodore Daniel Satterthwaite, M. Mallar Chakravarty, Yohan Yee

The paper compares five algorithms for deriving structural covariance networks in the thalamocortical system and finds they emphasize different neurobiological aspects based on their mathematical properties.

bioRxiv · Oct 30, 2026 · PreprintNeuroscience

Assigning Targetable Pathways to Transdiagnostic Subgroups Across Neurodevelopmental Disorders

Jacob Ellegood, Antoine Beauchamp, Yohan Yee, Gabe Devenyi, Justine Ziolkowski, Lily R. Qiu, Rand Askalan, Muhammad Ayub, Philipp Suetterlin, Alex P. A. Donovan, M. Albert Basson, Katherine Quesnel, Nathalie G. Bérubé, Taeseon Woo, David Quentin Beversdorf, , Jill L. Silverman

The paper identifies molecular pathways associated with neurodevelopmental disorder subgroups using neuroimaging data from mice and humans.

bioRxiv · Mar 4, 2025 · PreprintNeuroscience

Menopause, Brain Anatomy, Cognition and Alzheimer's Disease

Manuela Costantino, Grace Pigeau, Olivier Parent, Justine Ziolkowski, Gabriel A. Devenyi, Nicole J Gervais, M. Mallar Chakravarty

This study examines the relationship between menopause status, type, and age at menopause with cognition, Alzheimer's Disease, and brain anatomy using UK Biobank data, finding no direct brain impact but a positive correlation between non-surgical menopause age and cognition, and confirming increased AD risk with early or surgical menopause.

bioRxiv · Oct 18, 2022 · PreprintNeuroscience

Human Brain Development: a cross-sectional and longitudinal study integrating multiple neuromorphological features

Hadis Kalantar Hormozi, Raihaan Patel, Alyssa Dai, Justine Ziolkowski, Hao-Ming Dong, Avram J. Holmes, Armin Raznahan, Gabriel A. Devenyi, M. Mallar Chakravarty

This paper uses neuroimaging data to analyze how multiple brain morphometric features covary across development and their associations with behavior, age, and socioeconomic status.

bioRxiv · Jul 21, 2022 · PreprintNeuroscience

The developing relations between networks of cortical myelin and neurophysiological connectivity

Marlee M. Vandewouw, Benjamin A.E. Hunt, Justine Ziolkowski, Margot J. Taylor

This study examines how structural and functional brain connectivity change with age, showing nonlinear developmental patterns and frequency-dependent relationships.

NeuroImage · May 2, 2021Peer-reviewedNeuroscience