Diagnosis of Alzheimer's disease and behavioural variant frontotemporal dementia with machine learning-aided neuropsychological assessment using feature engineering and genetic algorithms.
International journal of geriatric psychiatry(2021)
摘要
Our study found high levels of accuracy for diagnosis using exclusively neuropsychological tests, which supports the usefulness of cognitive assessment in diagnosis. Machine learning may have a role in improving the interpretation and test selection.
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关键词
Alzheimer's disease,artificial intelligence,computer-aided diagnosis,frontotemporal dementia,machine learning,neurodegenerative diseases
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