Ignite Creation Date:
2024-07-17 @ 11:50 AM
Last Modification Date:
2024-10-26 @ 3:32 PM
Study NCT ID:
NCT06464575
Status:
ENROLLING_BY_INVITATION
Last Update Posted:
2024-06-18
First Post:
2024-06-13
Brief Title:
Comparison of Vocal Biomarkers for Depression and Anxiety to Formal Clinical Assessments
Sponsor:
Ellipsis Health
Organization:
Ellipsis Health
Study Overview
Official Title:
Prediction of a Structured Clinical Assessment by Patient Reported Outcomes and Machine Learning Algorithms A Comparative Study
Status:
ENROLLING_BY_INVITATION
Status Verified Date:
2024-05
Last Known Status:
None
Delayed Posting:
No
If Stopped, Why?:
Not Stopped
Has Expanded Access:
False
If Expanded Access, NCT#:
N/A
Has Expanded Access, NCT# Status:
N/A
Acronym:
None
Brief Summary:
Participants will be recruited to complete self reported surveys normally used as standards of care for screening and monitoring depression and anxiety symptom severity provide a voice sample composed of an answer to open ended questions and then be assessed by a mental health professional using structured and clinically validated assessment tools for depression and anxiety Their voice will be analyzed by machine learning models that predict the severity of depression and anxiety symptoms The models performance will be compared to the clinician assessments and how that correlation compares to a similar comparison between the clinician assessments with the self reported surveys It is hypothesized that the performance of the machine learning models in assessing the severity of depression and anxiety symptoms is no worse than the self reported surveys when both are compared to clinician assessments It is also hypothesized that presence or absence of the diagnoses of Major Depressive Disorder and Generalized Anxiety Disorder can be predicted better than chance by the analysis of the participants voice sample using machine learning models
Detailed Description:
None
Study Oversight
Has Oversight DMC:
None
Is a FDA Regulated Drug?:
None
Is a FDA Regulated Device?:
False
Is an Unapproved Device?:
None
Is a PPSD?:
None
Is a US Export?:
None
Is an FDA AA801 Violation?:
None