[PDF][PDF] Detecting mild cognitive impairment by exploiting linguistic information from transcripts
Here we seek to automatically identify Hungarian patients suffering from mild cognitive
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …
Linguistic parameters of spontaneous speech for identifying mild cognitive impairment and Alzheimer disease
In this article, we seek to automatically identify Hungarian patients suffering from mild
cognitive impairment (MCI) or mild Alzheimer disease (mAD) based on their speech …
cognitive impairment (MCI) or mild Alzheimer disease (mAD) based on their speech …
Cross-lingual detection of mild cognitive impairment based on temporal parameters of spontaneous speech
Abstract Mild Cognitive Impairment (MCI) is a heterogeneous clinical syndrome, often
considered as the prodromal stage of dementia. It is characterized by the subtle …
considered as the prodromal stage of dementia. It is characterized by the subtle …
Automatic identification of mild cognitive impairment through the analysis of Italian spontaneous speech productions
D Beltrami, L Calzà, G Gagliardi… - Proceedings of the …, 2016 - aclanthology.org
This paper presents some preliminary results of the OPLON project. It aimed at identifying
early linguistic symptoms of cognitive decline in the elderly. This pilot study was conducted …
early linguistic symptoms of cognitive decline in the elderly. This pilot study was conducted …
[PDF][PDF] Detecting mild cognitive impairment from spontaneous speech by correlation-based phonetic feature selection
Abstract Mild Cognitive Impairment (MCI), sometimes regarded as a prodromal stage of
Alzheimer's disease, is a mental disorder that is difficult to diagnose. Recent studies …
Alzheimer's disease, is a mental disorder that is difficult to diagnose. Recent studies …
[HTML][HTML] Multilingual word embeddings for the assessment of narrative speech in mild cognitive impairment
We analyze the information content of narrative speech samples from individuals with mild
cognitive impairment (MCI), in both English and Swedish, using a combination of supervised …
cognitive impairment (MCI), in both English and Swedish, using a combination of supervised …
Enriching complex networks with word embeddings for detecting mild cognitive impairment from speech transcripts
LB Santos, EA Corrêa Jr, ON Oliveira Jr… - arXiv preprint arXiv …, 2017 - arxiv.org
Mild Cognitive Impairment (MCI) is a mental disorder difficult to diagnose. Linguistic
features, mainly from parsers, have been used to detect MCI, but this is not suitable for large …
features, mainly from parsers, have been used to detect MCI, but this is not suitable for large …
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques
Reliably distinguishing patients with verbal impairment due to brain damage, eg aphasia,
cognitive communication disorder (CCD), from healthy subjects is an important challenge in …
cognitive communication disorder (CCD), from healthy subjects is an important challenge in …
Spoken language derived measures for detecting mild cognitive impairment
B Roark, M Mitchell, JP Hosom… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Spoken responses produced by subjects during neuropsychological exams can provide
diagnostic markers beyond exam performance. In particular, characteristics of the spoken …
diagnostic markers beyond exam performance. In particular, characteristics of the spoken …
A review of automated speech and language features for assessment of cognitive and thought disorders
It is widely accepted that information derived from analyzing speech (the acoustic signal)
and language production (words and sentences) serves as a useful window into the health …
and language production (words and sentences) serves as a useful window into the health …