Author

Justine Hill

National Institute on Drug AbuseORCID 0009-0009-2287-5776Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 3 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 4 Approach:statistical model· 4 Assay:imaging· 3 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Amy C. JanesiD· 4 shared Betty Jo SalmeroniD· 4 shared Tianye ZhaiiD· 4 shared Thomas J. RossiD· 3 shared Yihong YangiD· 3 shared Christopher Joseph HammondiD· 2 shared Danni WangiD· 2 shared Hong GuiD· 2 shared

Activity by Year

2025-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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4 shared papersNeuroscience

Amy C. JanesORCID

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4 papers

Recent·Most cited

Developmental BiologyNature Mental HealthPeer-reviewedAug 20, 2026

✦ In-depth digest

Brain morphological pattern is associated with the presence, severity, and transition of transdiagnostic psychiatric disorders in preadolescents

Nanyu Kuang, Christopher Joseph Hammond, Betty Jo Salmeron…·Yihong Yang

In 8,672 ABCD preadolescents, one canonical-correlation-derived brain morphology variate links higher cognition with lower psychopathology and tracks cumulative psychiatric diagnoses and 2-year diagnostic transitions.

2 citationstop 2%

humanimaging

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NeuroscienceCommunications BiologyPeer-reviewedJul 10, 2026

Physiological Arousal as a Predominant Source of Individual Differences in Functional Brain Networks

Justine Hill, Tianye Zhai, Cole Harris Korponay…·Amy C. Janes

This paper identifies physiological arousal as a major source of individual differences in functional brain networks, showing strong correlations between arousal and network properties across multiple sessions and samples.

1 citation

humanimaging

𝕏 PostBluesky

NeuroscienceBiological PsychiatryPeer-reviewedApr 25, 2026

Maturation of Dorsal Association Tracts during Preadolescence Links to Concurrent and Future Cognitive Performance and Transdiagnostic Psychopathology

Danni Wang, Christopher Joseph Hammond, Betty Jo Salmeron…·Yihong Yang

This study links WM maturation in preadolescence to cognitive performance and future psychiatric disorders using normative models of brain age.

DOI 10.1016/j.biopsych.2026.03.230

humanstatistical model

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NeurosciencebioRxivPreprintSep 30, 2025

From rest to focus: Pharmacological modulation of the relationship between resting state dynamics and task-based brain activation

Kathryn Biernacki, Tianye Zhai, Justine Hill…·Amy C. Janes

This study shows that resting-state dynamics of an attentional network predict task-based brain activation changes under different pharmacological conditions.

1 citation

humanimaging

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