Identifying mild cognitive impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features
… disorder that develops for years before clinical manifestation, while mild cognitive impairment
is … from the spontaneous speech produced by the patient. First, we present an automatic …
is … from the spontaneous speech produced by the patient. First, we present an automatic …
A speech recognition-based solution for the automatic detection of mild cognitive impairment from spontaneous speech
L Tóth, I Hoffmann, G Gosztolya… - Current Alzheimer …, 2018 - ingentaconnect.com
… decline in mild cognitive impairment (MCI). Since the presence of language impairment has
been reported even in the mild … on the analysis of spontaneous speech production during …
been reported even in the mild … on the analysis of spontaneous speech production during …
Language decline characterizes amnestic mild cognitive impairment independent of cognitive decline
JC Sherman, CR Henderson Jr, S Flynn, JW Gair… - … Speech, Language, and …, 2021 - ASHA
… This research investigated the nature of cognitive decline in prodromal Alzheimer's disease
(AD), particularly in mild cognitive impairment, amnestic type (aMCI). We assessed language …
(AD), particularly in mild cognitive impairment, amnestic type (aMCI). We assessed language …
[HTML][HTML] Predicting mild cognitive impairment from spontaneous spoken utterances
… We hypothesized that indicators of mild cognitive impairment (MCI) may be present in the
content of spoken language in older adults and be useful in distinguishing those with MCI from …
content of spoken language in older adults and be useful in distinguishing those with MCI from …
Connected speech assessment in the early detection of Alzheimer's disease and mild cognitive impairment: a scoping review
… This study critically supports the crucial role of speech-language pathology evaluation in
the diagnosis and early identification of these patients, and the importance to pursue research …
the diagnosis and early identification of these patients, and the importance to pursue research …
[HTML][HTML] Improving the assessment of mild cognitive impairment in advanced age with a novel multi-feature automated speech and language analysis of verbal fluency
… age 90.4 years), 28 with mild cognitive impairment (MCI) and 42 cognitively intact (CI) were
professionally transcribed and fed into an automatic speech recognition (ASR) system to …
professionally transcribed and fed into an automatic speech recognition (ASR) system to …
[HTML][HTML] Combining multimodal behavioral data of gait, speech, and drawing for classification of Alzheimer's disease and mild cognitive impairment
… Speech and language impairments, including changes in phonetic characteristics … , speech,
and drawing behaviors that provide complementary information about cognitive impairments …
and drawing behaviors that provide complementary information about cognitive impairments …
Spontaneous speech of patients with dementia of the Alzheimer type and mild cognitive impairment
T Bschor, KP Kühl, FM Reischies - International psychogeriatrics, 2001 - cambridge.org
… reduction of the quantity and fluency of language in patients with DAT. Our first hypothesis
that language difficulties in patients with even mild DAT become more obvious in the complex …
that language difficulties in patients with even mild DAT become more obvious in the complex …
Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia
L Calzà, G Gagliardi, RR Favretti… - … Speech & Language, 2021 - Elsevier
… pathology, years before other neurocognitive deficits become evident. Traditional tests fail to
identify these slight … of spoken language productions by Natural Language Processing (NLP…
identify these slight … of spoken language productions by Natural Language Processing (NLP…
Normal cognitive aging and mild cognitive impairment: Drawing the fine line
VB Fleming - … and Neurogenic Speech and Language Disorders, 2013 - ASHA
… regarding the neurobiological, cognitive, and cognitive-communicative changes occurring …
the alterations arising in mild cognitive impairment. Mild cognitive impairment (MCI), in general…
the alterations arising in mild cognitive impairment. Mild cognitive impairment (MCI), in general…