AI Article Synopsis
- A study evaluated a new non-invasive device called SAMIRA that can measure hemoglobin, bilirubin, and oxygen saturation in neonates without needing blood samples.
- The device was tested on 4,318 newborns with conditions like anemia, jaundice, or hypoxia and its readings were compared to traditional blood tests done by clinicians.
- It used Artificial Neural Networks for data analysis and showed high accuracy with correlation coefficients of 0.987 for hemoglobin and 0.988 for bilirubin and oxygen saturation, all within clinically acceptable limits.
Article Abstract
The study was aimed to evaluate the performance of a newly developed spectroscopy-based non-invasive and noncontact device (SAMIRA) for the simultaneous measurement of hemoglobin, bilirubin and oxygen saturation as an alternative to the invasive biochemical method of blood sampling. The accuracy of the device was assessed in 4318 neonates having incidences of either anemia, jaundice, or hypoxia. Transcutaneous bilirubin, hemoglobin and blood saturation values were obtained by the newly developed instrument which was corroborated with the biochemical blood tests by expert clinicians. The instrument is trained using Artificial Neural Network Analysis to increase the acceptability of the data. The artificial intelligence incorporated within the instrument determines the disease condition of the neonate. The Pearson's correlation coefficient, r was found to be 0.987 for hemoglobin estimation and 0.988 for bilirubin and blood gas saturation respectively. The bias and the limits of agreement for the measurement of all the three parameters were within the clinically acceptance limit.
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| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911772 | PMC |
| http://dx.doi.org/10.1038/s41598-023-29041-w | DOI Listing |
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