Radiomics incorporating deep features for predicting Parkinson’s disease in 123I-Ioflupane SPECT

Abstract Purpose 123I-Ioflupane SPECT is an effective tool for the diagnosis and progression assessment of Parkinson’s disease (PD). Radiomics and deep learning (DL) can be used to track and analyze the underlying image texture and features to predict the Hoehn-Yahr stages (HYS) of PD. In this study...

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Bibliographic Details

Published in:	EJNMMI Physics
Main Authors:	Han Jiang, Yu Du, Zhonglin Lu, Bingjie Wang, Yonghua Zhao, Ruibing Wang, Hong Zhang, Greta S. P. Mok
Format:	Article
Language:	English
Published:	SpringerOpen 2024-07-01
Subjects:	123I-Ioflupane SPECT Parkinson’s disease Radiomics Deep learning Deep feature
Online Access:	https://doi.org/10.1186/s40658-024-00651-1