Quantifying individualized brain structural deviations of multiple neurological diseases from normative references

Motivation: Individualized quantification of brain structure in normal aging and neurological disorders is crucial for personalized clinical diagnosis and management. Goal(s): Personalized quantification of brain structure by constructing population-specific normative references using 3D T1-weighted images, and assess their clinical significance. Approach: Constructing normative reference using brain structural measures and calculating the deviation (centile score) of each measure for normal aging and neurological diseases. Results: We constructed Chinese-population specific normative references and quantified brain structural measures in normal aging and common neurological diseases, outperforming raw structural measures. Finaly, we provided individualized brain health report for helping personalized assessment among cases in different conditions. Impact: The study proposed that utilizing population-specific normative references can lead to a more precise quantification of deviations in brain structure.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/0877
Primary Topic
Biomedical Text Mining and Ontologies
Type
article
Field-Weighted Citation Impact
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article

Quantifying individualized brain structural deviations of multiple neurological diseases from normative references

Zhizheng Zhuo, Li Chai, Yaou Liu, Jinyuan Weng
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Biomedical Text Mining and Ontologies
article

Quantifying individualized brain structural deviations of multiple neurological diseases from normative references

Zhizheng Zhuo, Li Chai, Yaou Liu, Jinyuan Weng
article en

Abstract

Motivation: Individualized quantification of brain structure in normal aging and neurological disorders is crucial for personalized clinical diagnosis and management. Goal(s): Personalized quantification of brain structure by constructing population-specific normative references using 3D T1-weighted images, and assess their clinical significance. Approach: Constructing normative reference using brain structural measures and calculating the deviation (centile score) of each measure for normal aging and neurological diseases. Results: We constructed Chinese-population specific normative references and quantified brain structural measures in normal aging and common neurological diseases, outperforming raw structural measures. Finaly, we provided individualized brain health report for helping personalized assessment among cases in different conditions. Impact: The study proposed that utilizing population-specific normative references can lead to a more precise quantification of deviations in brain structure.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 78%
Biomedical Text Mining and Ontologies
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Quantifying individualized brain structural deviations of multiple neurological diseases from normative references — Zhizheng Zhuo, Li Chai, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2025) | TGRS Research Map | TGRS