Enhancing neuromolecular imaging classification in low-data regimes with generative machine learning: A case study in HDAC PET/MR imaging of alcohol use disorder

Tyler N. Meyer; Olga Andreeva; Roger D. Weiss; Wei Ding; Iris Shen; Changning Wang; Ping Chen; Tewodros Mulugeta Dagnew

doi:10.1016/j.neuri.2025.100225

Enhancing neuromolecular imaging classification in low-data regimes with generative machine learning: A case study in HDAC PET/MR imaging of alcohol use disorder

Tyler N. Meyer
, Olga Andreeva
, Roger D. Weiss
, Wei Ding
, Iris Shen
, Changning Wang
, Ping Chen
, Tewodros Mulugeta Dagnew

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	100225
Journal	Neuroscience Informatics
Volume	5
Issue number	4
DOIs	https://doi.org/10.1016/j.neuri.2025.100225
State	Published - Dec 2025

ASJC Scopus Subject Areas

General Neuroscience
Health Informatics
Health Information Management

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10.1016/j.neuri.2025.100225

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@article{5f133aa1ad214c92a289419be61ed297,

title = "Enhancing neuromolecular imaging classification in low-data regimes with generative machine learning: A case study in HDAC PET/MR imaging of alcohol use disorder",

author = "Meyer, \{Tyler N.\} and Olga Andreeva and Weiss, \{Roger D.\} and Wei Ding and Iris Shen and Changning Wang and Ping Chen and Dagnew, \{Tewodros Mulugeta\}",

note = "Publisher Copyright: {\textcopyright} 2025 The Author(s)",

year = "2025",

month = dec,

doi = "10.1016/j.neuri.2025.100225",

language = "English",

volume = "5",

journal = "Neuroscience Informatics",

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T1 - Enhancing neuromolecular imaging classification in low-data regimes with generative machine learning

T2 - A case study in HDAC PET/MR imaging of alcohol use disorder

AU - Meyer, Tyler N.

AU - Andreeva, Olga

AU - Weiss, Roger D.

AU - Ding, Wei

AU - Shen, Iris

AU - Wang, Changning

AU - Chen, Ping

AU - Dagnew, Tewodros Mulugeta

PY - 2025/12

Y1 - 2025/12

UR - https://www.scopus.com/pages/publications/105013640239

UR - https://www.scopus.com/pages/publications/105013640239#tab=citedBy

U2 - 10.1016/j.neuri.2025.100225

DO - 10.1016/j.neuri.2025.100225

M3 - Article

AN - SCOPUS:105013640239

SN - 2772-5286

VL - 5

JO - Neuroscience Informatics

JF - Neuroscience Informatics

IS - 4

M1 - 100225

ER -

Enhancing neuromolecular imaging classification in low-data regimes with generative machine learning: A case study in HDAC PET/MR imaging of alcohol use disorder

ASJC Scopus Subject Areas

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