Prediction of Cognitive Decline in Parkinson's Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems.

Mahdi Hosseinzadeh,Arman Gorji,Ali Fathi Jouzdani,Seyed Masoud Rezaeijo,Arman Rahmim,Mohammad R Salmanpour

Diagnostics (Basel, Switzerland)（2023）

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摘要

We demonstrated that CFs vitally contribute to predictive performance, and combining them with appropriate imaging features and HMLSs can result in the best prediction performance.

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关键词

Montreal Cognitive Assessment, deep learning, hybrid machine learning systems, radiomics, Parkinson's disease

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