Article

FORECAST-RBD: Forecasting Phenoconversion Risks and Its Clinical Phenotype in Patients with Isolated RBD Using Machine Learning and Explainable AI

2024-06-03

Abstract excerpt

<h4>Background and Objectives</h4> Isolated Rapid Eye Movement (REM) sleep behavior disorder (iRBD) is a sleep disorder associated with neurodegenerative diseases such as Parkinson’s disease and dementia with Lewy bodies. Predicting which iRBD patients will phenoconvert to neurodegenerative diseases is crucial for prognosis and management. The objective of this study is to develop a machine learning model using cl...

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Literature Corpus work: 43627a26-98d7-51a6-b76a-b74a8e26d8d8
DOI: 10.1101/2024.06.02.24308240

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