Correction: Deep language space neural network for classifying mild cognitive impairment and Alzheimer-type dementia.

[This corrects the article DOI: 10.1371/journal.pone.

Deep language space neural network for classifying mild cognitive impairment and Alzheimer-type dementia.

It has been quite a challenge to diagnose Mild Cognitive Impairment due to Alzheimer's disease (MCI) and Alzheimer-type dementia (AD-type dementia) using the currently available clinical diagnostic criteria and neuropsychological examinations. As such we propose an automated diagnostic technique using a variant of deep neural networks language models (DNNLM) on the verbal utterances of affected individuals. Motivated by the success of DNNLM on natural language tasks, we propose a combination of deep neural network and deep language models (D2NNLM) for classifying the disease.