Radiomics of the midbrain on TCCD for identifying Parkinson’s disease in substantia nigra hyperechogenicity-negative individuals

This study evaluated the diagnostic utility of midbrain radiomic features from transcranial color Doppler (TCCD) imaging for identifying Parkinson’s disease (PD) in individuals without substantia nigra hyperechogenicity (SN−). A total of 61 SN− PD patients and 61 age- and sex-matched SN− healthy con...

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Autors principals:	Zhirong Xu, Jiayi Ye, Xiaoqian Zhang, Jiemin Chen, Han Wang, Qichen Su, Yanru Li
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2025-12-01
Col·lecció:	Brain Research Bulletin
Matèries:	Radiomics Machine learning Substantia nigra hyperechogenicity-negative Parkinson’s disease Transcranial color Doppler
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S0361923025004630
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