Is artificial intelligence combined with machine learning a useful tool to cope with dementia patients?
The management of dementia can include,
+ How to increase the accuracy of diagnosis for dementia
+ How to early detect potential dementia victims
+ How to prevent the victim from further deterioration
+ How to give clear prescription to the victims with the system
+ What sort of online tools for artificial intelligence (ANN or deep learning) would you recommend for.
Using artificial intelligence combined with machine learning have potential to be clinically relevant for dementia clients. However, before we can use such techniques/algorithms we must have to validate and calibrate the algorithms in a broader and more diverse patients.
There are multiple papers suggesting potential of machine learning-based models, especially in early detection of Alzheimer's:
Preprint A deep learning model for early prediction of Alzheimer's di...
Preprint Detecting Activities of Daily Living and Routine Behaviours ...
Article Detecting Linguistic Characteristics of Alzheimer's Dementia...
Having said that, those articles are mostly focused on network performance and not on clinical outcomes so it's very early field.
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