Non-invasive estimation of hemoglobin, bilirubin and oxygen saturation of neonates simultaneously using whole optical spectrum analysis at point of care Article Swipe
Amrita Banerjee
,
N. K. Bhattacharyya
,
Ria Ghosh
,
Soumendra Singh
,
Aniruddha Adhikari
,
Susmita Mondal
,
Lopamudra Roy
,
Annie Bajaj
,
Nilanjana Ghosh
,
Aman Bhushan
,
Mahasweta Goswami
,
Ahmed S. A. Ahmed
,
Ziad Moussa
,
Pulak Mondal
,
Subhadipta Mukhopadhyay
,
Debasis Bhattacharyya
,
Arpita Chattopadhyay
,
Saleh A. Ahmed
,
Asim Kumar Mallick
,
Samir Kumar Pal
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-023-29041-w
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-023-29041-w
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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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1038/s41598-023-29041-w
- https://www.nature.com/articles/s41598-023-29041-w.pdf
- OA Status
- gold
- Cited By
- 17
- References
- 63
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4319826975
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4319826975Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1038/s41598-023-29041-wDigital Object Identifier
- Title
-
Non-invasive estimation of hemoglobin, bilirubin and oxygen saturation of neonates simultaneously using whole optical spectrum analysis at point of careWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-02-09Full publication date if available
- Authors
-
Amrita Banerjee, N. K. Bhattacharyya, Ria Ghosh, Soumendra Singh, Aniruddha Adhikari, Susmita Mondal, Lopamudra Roy, Annie Bajaj, Nilanjana Ghosh, Aman Bhushan, Mahasweta Goswami, Ahmed S. A. Ahmed, Ziad Moussa, Pulak Mondal, Subhadipta Mukhopadhyay, Debasis Bhattacharyya, Arpita Chattopadhyay, Saleh A. Ahmed, Asim Kumar Mallick, Samir Kumar PalList of authors in order
- Landing page
-
https://doi.org/10.1038/s41598-023-29041-wPublisher landing page
- PDF URL
-
https://www.nature.com/articles/s41598-023-29041-w.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.nature.com/articles/s41598-023-29041-w.pdfDirect OA link when available
- Concepts
-
Hemoglobin, Bilirubin, Jaundice, Oxygen saturation, Medicine, Anemia, Saturation (graph theory), Biomedical engineering, Blood sampling, Oxygen, Internal medicine, Chemistry, Mathematics, Combinatorics, Organic chemistryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
17Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 9, 2024: 6, 2023: 2Per-year citation counts (last 5 years)
- References (count)
-
63Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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