Gamified AI Approch for Early Detection of Dementia
This paper aims to develop a new deep learning-inspired gaming approach for early
detection of dementia. This research integrates a robust convolutional neural network (CNN)-
based model for early dementia detection using health metrics data as well as facial image
data through a cognitive assessment-based gaming application. We have collected 1000
data samples of health metrics dataset from Apollo Diagnostic Center Kolkata that is labeled
as either demented or non-demented for the training of MOD-1D-CNN for the game level 1 …
detection of dementia. This research integrates a robust convolutional neural network (CNN)-
based model for early dementia detection using health metrics data as well as facial image
data through a cognitive assessment-based gaming application. We have collected 1000
data samples of health metrics dataset from Apollo Diagnostic Center Kolkata that is labeled
as either demented or non-demented for the training of MOD-1D-CNN for the game level 1 …
Gamified AI Approch for Early Detection of Dementia
P Kundu Maji, S Acharya, P Paul… - arXiv e …, 2024 - ui.adsabs.harvard.edu
This paper aims to develop a new deep learning-inspired gaming approach for early
detection of dementia. This research integrates a robust convolutional neural network (CNN)-
based model for early dementia detection using health metrics data as well as facial image
data through a cognitive assessment-based gaming application. We have collected 1000
data samples of health metrics dataset from Apollo Diagnostic Center Kolkata that is labeled
as either demented or non-demented for the training of MOD-1D-CNN for the game level 1 …
detection of dementia. This research integrates a robust convolutional neural network (CNN)-
based model for early dementia detection using health metrics data as well as facial image
data through a cognitive assessment-based gaming application. We have collected 1000
data samples of health metrics dataset from Apollo Diagnostic Center Kolkata that is labeled
as either demented or non-demented for the training of MOD-1D-CNN for the game level 1 …
Showing the best results for this search. See all results
