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Validate speech analysis AI models:
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Speech analysis | Other | Speech analysis to detect and monitor mild cognitive impairment |
| Measure | Description | Time Frame |
|---|---|---|
| Pre-post variability of normal, MCI and dementia at both points of the study. | 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. |
| Measure | Description | Time Frame |
|---|---|---|
| Correlation between cognitive tests and language variables obtained by the platform. | 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 |
| Measure | Description | Time Frame |
|---|---|---|
| Accexible's model performance. | 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. |
Inclusion Criteria:
Exclusion Criteria
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Centro de Prevención de Deterioro Cognitivo | Madrid | Madrid | 28006 | Spain |
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| ID | Term |
|---|---|
| D060825 | Cognitive Dysfunction |
| D003704 | Dementia |
| ID | Term |
|---|---|
| D003072 | Cognition Disorders |
| D019965 | Neurocognitive Disorders |
| D001523 | Mental Disorders |
| D001927 | Brain Diseases |
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| Every 6 to 9 months |
| D002493 |
| Central Nervous System Diseases |
| D009422 | Nervous System Diseases |