Short-term Automated Longitudinal Analysis of Speech and Language in Cognitive Impairment
"Análisis Longitudinal Del Habla y Seguimiento a Corto Plazo de Las Facultades Cognitivas de Personas Mediante Una Serie de Pruebas: Lista de Palabras CERAD, Repite Los dígitos en Orden Inverso, TMTA-B, Prueba Del Reloj, Fluidez fonémica, comprensión Verbal Relaciones semánticas, y semánticas Alternas".
Validate speech analysis AI models:
- To contrast the accuracy of acceXible's platform as a screening tool in the detection of people with cognitive impairment and mild dementia.
- To evaluate the correlation between automatically analyzed linguistic variables and a combination of standard measures of cognition.
- To assess short-term variability in language ability among older adults, and to assess which aspects of language vary during the study period.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
Madrid
-
Madrid, Madrid, Spain, 28006
- Centro de Prevención de Deterioro Cognitivo
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Adult patients 55+ years of age with suspected MCI or diagnosis of dementia and obtains a score greater than 20 on the MMSE.
- Patients must have agreed to participate in the study and have voluntarily signed the informed consent.
- (Healthy) Participants without a diagnosis neurological, or psychiatric disorders. Or taking medication that can affect cognitive abilities.
Exclusion Criteria
- To have received a diagnosis of a significant psychiatric disorder or other cognitive impairment not due to neurodegeneration.
- To have significant vision problems that would affect the ability to perceive visual stimuli.
- To have significant hearing problems that would affect the ability to understand verbal cues.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Diagnostic
- Allocation: N/A
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Pre-post variability of normal, MCI and dementia at both points of the study.
Time Frame: Change from the baseline cognitive function at 9 months.
|
Through standard deviation of normal subjects, MCI and dementia, variations in language are measured by considering MMSE scores and the most significant variables of accexible's tests (image description test, phonetic verbal fluency test and semantic verbal fluency test).
|
Change from the baseline cognitive function at 9 months.
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Correlation between cognitive tests and language variables obtained by the platform.
Time Frame: Every 6 to 9 months
|
Correlation between: Standard measures of cognition (e.g., MMSE score) + behavioral and psychiatric symptoms of mild cognitive impairment and language.
|
Every 6 to 9 months
|
Other Outcome Measures
Other Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Accexible's model performance.
Time Frame: Every 6 to 9 months
|
Percentage of patients classified correctly compared to the total number of sick patients, visualized at the ROC curve that allows to see the accuracy against the recall of the classifier.
To contrast the accuracy of AcceXible's platform as a screening tool in the detection of people with cognitive impairment and mild dementia, a detection model has been developed from the analysis of the participants, acoustic, linguistic and semantic variables have been considered as well as audio characteristics.
|
Every 6 to 9 months
|
Collaborators and Investigators
Sponsor
Sponsor
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 18/475-E
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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