Ignite Creation Date:
2024-05-06 @ 7:04 PM
Last Modification Date:
2024-10-26 @ 3:00 PM
Study NCT ID:
NCT05889364
Status:
ACTIVE_NOT_RECRUITING
Last Update Posted:
2023-06-05
First Post:
2018-03-28
Brief Title:
AI-based System for Lung Tuberculosis Screening Diagnostic Accuracy Evaluation
Sponsor:
Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department
Organization:
Research and Practical Clinical Center for Diagnostics and Telemedicine Technologies of the Moscow Health Care Department
Study Overview
Official Title:
AI-based System for Lung Tuberculosis Screening Diagnostic Accuracy Evaluation
Status:
ACTIVE_NOT_RECRUITING
Status Verified Date:
2023-05
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:
Testing of AI solutions to assess diagnostic accuracy for tuberculosis detection
Detailed Description:
Tuberculosis remains a key problem of modern medicine New approaches for burden overcoming should be proposed New screening strategies may include artificial intelligence AI An AI-based system for chest x-ray analysis and triage normaltuberculosis suspected have been developed and trained A special data-set was prepared There are 238 normal x-rays and 70 x-rays with lung tuberculosis in data-set The data-set was randomly divided into 2 samples
sample N1 n140 with ratio normal tuberculosis 5050
sample N1 n150 with ratio normal tuberculosis 955 Both samples will be analysed by AI-based system Results will be quantified using diagnostic accuracy metrics sensitivity and specificity positive and negative predictor values likelihood ratio and area under the ROC receiver operating characteristic curve
sample N1 n140 with ratio normal tuberculosis 5050
sample N1 n150 with ratio normal tuberculosis 955 Both samples will be analysed by AI-based system Results will be quantified using diagnostic accuracy metrics sensitivity and specificity positive and negative predictor values likelihood ratio and area under the ROC receiver operating characteristic curve
Study Oversight
Has Oversight DMC:
None
Is a FDA Regulated Drug?:
False
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