Using DANTE T1-SPACE and Sandwich Neuromelanin Sequences to differentiate Data-Driven Parkinson’s Disease Subtypes

Motivation: Parkinson's disease (PD) exhibits a diverse range of clinical presentations, necessitating improved subtyping methods and corresponding diagnostic MRI techniques. Goal(s): Evaluate the diagnostic performance of two novel neuromelanin-related sequences, DANTE T1-SPACE and Sandwich NMI for novel data-driven PD subtyping. Approach: Using a statistical data-driven method from to classify PD into three subtypes and comparing their neuromelanin-related contrast-to-noise ratio in the brainstem nuclei. Results: Two sequences differentiated PD from healthy controls but failed to distinguish PD subtypes. Impact: Understanding potential and limitations of novel neuromelanin-related sequences in PD subtype differentiation.

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/10.58530/2025/4753
Primary Topic
Parkinson's Disease Mechanisms and Treatments
Type
article
Field-Weighted Citation Impact
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article

Using DANTE T1-SPACE and Sandwich Neuromelanin Sequences to differentiate Data-Driven Parkinson’s Disease Subtypes

Joshua Oon Soon Goh, M. S. Kuo, Yau‐Huei Wei, Shichun Chen 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
Parkinson's Disease Mechanisms and Treatments
article

Using DANTE T1-SPACE and Sandwich Neuromelanin Sequences to differentiate Data-Driven Parkinson’s Disease Subtypes

Joshua Oon Soon Goh, M. S. Kuo, Yau‐Huei Wei, Shichun Chen, Yao‐Chia Shih, Ru-Jen Lin, Hui-Yu Yang
article en

Abstract

Motivation: Parkinson's disease (PD) exhibits a diverse range of clinical presentations, necessitating improved subtyping methods and corresponding diagnostic MRI techniques. Goal(s): Evaluate the diagnostic performance of two novel neuromelanin-related sequences, DANTE T1-SPACE and Sandwich NMI for novel data-driven PD subtyping. Approach: Using a statistical data-driven method from to classify PD into three subtypes and comparing their neuromelanin-related contrast-to-noise ratio in the brainstem nuclei. Results: Two sequences differentiated PD from healthy controls but failed to distinguish PD subtypes. Impact: Understanding potential and limitations of novel neuromelanin-related sequences in PD subtype differentiation.

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 64%
Parkinson's Disease Mechanisms and Treatments
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