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)

引用 16|浏览9
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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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