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October 23, 2025Open Access

Network-based disease fingerprinting with neuroinflammation PET imaging

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Authors

LBLeonardo BarzonUniversity of Padua LMLucia MaccioniUniversity of Padua MMMichelle Carranza MellanaCentre National de la Recherche Scientifique

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Implication

Analysis shows disease-specific neuroinflammatory signatures in multiple conditions, suggesting precision medicine applications.

Key Points

Disease-specific neuroinflammatory patterns detected in PET imaging.
Average precision of classification improved by 23–89% across conditions.
Machine learning used for evaluating TSPO PET patterns in various diseases.
Precision medicine strategies highlighted for neuroinflammatory disorders.

Cite This Study

Barzon et al. (2025) studied this question.

synapsesocial.com/papers/68f9bad6d7353cfcfc68f338 https://doi.org/10.21203/rs.3.rs-7887022/v1

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