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A Prospective Study: Smart Phone Application for Measure Serum Bilirubin Through Sclera Images

Jaundice Clinical Trial

Official title:
A Prospective Study: A Computer Vision Model on a Smartphone Platform for Real-time Evaluation of Serum Bilirubin Through Sclera Images

Clinical Trial Summary

The primary efficacy endpoints are the standard deviation and coefficient of determination (R2) between predicted and actual values for the bilirubin regression model, and the grading accuracy for the jaundice severity classification model. The secondary efficacy endpoint is the mean percentage error between predicted and actual bilirubin values. There are no relevant safety risks. Statistical differences for categorical variables (e.g., jaundice grading evaluation indicators) will be analyzed using the chi-square test or Fisher's exact probability test. For continuous variables (e.g., bilirubin prediction evaluation indicators), t-tests (normal distribution) or non-parametric tests (non-normal distribution) will be used. The 95% confidence interval for jaundice grading accuracy will be calculated using the Wilson method. The study duration is estimated to be 3 months.

Clinical Trial Description

n/a

Study Design

Related Conditions & MeSH terms

Clinical Trial Details
NCT number NCT06421844
Study type Observational [Patient Registry]
Source Air Force Military Medical University, China
Contact Yanglin Pan, MD
Phone 86-13991811225
Email yanglinpan@hotmail.com
Status Recruiting
Phase
Start date April 20, 2024
Completion date July 10, 2024
View Details
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