Enhancing of dataset using DeepDream, fuzzy color image enhancement and hypercolumn techniques to detection of the Alzheimer's disease stages by deep learning model
Enhancing of dataset using DeepDream, fuzzy color image enhancement and hypercolumn techniques to detection of the Alzheimer's disease stages by deep learning model
Mesut Toğaçar,Zafer Cömert,B. Ergen
2021 · DOI: 10.1007/s00521-021-05758-5
37 Citations
TLDR
The proposed approach increased the prediction success in detecting Alzheimer's stages by re-enhancing MR images, and an efficient early diagnosis model was realized at an affordable cost for individuals likely to progress with dementia.