Author

Natalia Maksymchuk

Georgia Institute of TechnologyORCID 0000-0003-2299-589XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Robyn L. MilleriD· 2 shared Vince D. CalhouniD· 2 shared Adrian PredaiD· 1 shared Armin IrajiiD· 1 shared Daniel H. MathaloniD· 1 shared Godfrey D. PearlsoniD· 1 shared Juan BustilloiD· 1 shared Judith M. FordiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 23 mutual co-author links

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2 shared papersNeuroscience

Robyn L. MillerORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJan 26, 2026

When Randomness Becomes Rigid: Dynamic Connectivity Entropy and Symptom-Linked Network Dysfunction in Schizophrenia

Natalia Maksymchuk, Robyn L. Miller, Armin Iraji, Vince D. Calhoun

The paper introduces DICE, a framework analyzing dynamic functional connectivity entropy in schizophrenia, revealing distinct pathophysiological signatures linked to symptom dimensions.

DOI 10.64898/2026.01.18.700221

humanimaging

𝕏 PostBluesky

NeuroscienceHuman Brain MappingPeer-reviewedFeb 1, 2025

Static and Dynamic Cross-Network Functional Connectivity Shows Elevated Entropy in Schizophrenia Patients

Natalia Maksymchuk, Robyn L. Miller, Juan Bustillo…·Vince D. Calhoun

This paper introduces a novel method to analyze static and dynamic functional connectivity in schizophrenia patients, finding elevated entropy in connectivity patterns compared to healthy controls.

2 citations

humanimaging

𝕏 PostBluesky