An observational study in Hemoglobin Level Measurement and Hemoglobin Level Estimation, sponsored by Karabuk University. Completed at 1 site in Turkey. Per ClinicalTrials.gov, last updated 2021-04-29.
Sponsored by Karabuk University · Observational
Hemoglobin is an important protein that gives the blood its red color and helps transport oxygen to organs. There are quite a lot of people in the world who need to have their hemoglobin levels checked regularly, especially anemia patients. It is important to keep the hemoglobin levels in the blood of these individuals under control. For this, it is necessary to measure in frequent periods. A large group, from adults to children, needs to take these measurements. Most of these are invasive measurements made with blood that require devices and trained people. These painful methods are quite uncomfortable.
In this study, non-invasive hemoglobin level measurement was aimed with a combined DL model created by using nail images with age, height, weight, BMI, and gender information of the volunteers.
Karabuk University is the lead sponsor of 126 studies on the registry; 30 are open to participants now.
Counted across the registry records on this site, refreshed daily.
People whose hemoglobin level has been measured in the clinic or laboratory.
Exclusion Criteria:
-In case of any condition that hides the natural nail color, such as henna, nail polish, protective or trauma-induced dents, bruises on the nails of individuals, it is removed from the study.
In this method, in which different deep learning models are used together, the age range is intended to be as wide as possible to provide a quick solution with a high accuracy and low error values.
Bland-Altman analysis
Bland-Altman analysis was performed to make the results simpler and more understandable. This analysis is especially used in the simple and graphical expression of measurements in which two methods are compared.
Time frame: 1 day
Estimation accuracy analysis
It is an analysis that compares the estimated hemoglobin values with the measured hemoglobin values.
Time frame: 1 day
Plan to share: No
No publications or documents are linked to this record.
This study is completed, as verified in Apr 2021. You cannot join it, but the record below documents what was studied.
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Karabuk University