A non-destructive approach for estimation of Hb, HCT and red blood cells using reflectance spectroscopic technique.
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| Title: | A non-destructive approach for estimation of Hb, HCT and red blood cells using reflectance spectroscopic technique. |
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| Authors: | Divyabharathi, P.1 divyabharathi0804@gmail.com, Devarasu, Neelamegam1 drdneelamegam@veltech.edu.in |
| Source: | International Journal of Electrical & Computer Engineering (2088-8708). Oct2025, Vol. 15 Issue 5, p4569-4580. 12p. |
| Subjects: | Pediatrics, Reflectance spectroscopy, Point-of-care testing, Hemoglobins, Hematology, Blood testing, Erythrocytes |
| Abstract: | Paediatric haematology involves the use of non-invasive methods and technologies to evaluate haematological parameters in children. These techniques attempt to offer precise measurements of blood constituents without the necessity of intrusive procedures such as venipuncture or blood draws, which can be difficult and unpleasant for paediatric patients. The data gathered from the elbow will be given priority for further investigations to find haematological profiles. Estimates of haemoglobin, haematocrit, and red blood cell count were done and compared against the values obtained using conventional methods. This method achieves an accuracy of 75.56% with high precision and specificity which makes the method particularly beneficial for paediatric applications, potentially due to physiological differences or enhanced calibration for younger populations. The sensitivity varies with red blood cells (RBC) showing the lowest true positive detection rate. Future work could focus on improving the sensitivity of these parameters to enhance the accuracy. Conventional techniques cannot monitor continuously and remotely, which is crucial for a point-of-care screening device in the current era. The proposed non-destructive technique offers the benefits of infection control, pain reduction, and minimal operational cum maintenance expenses, all while being portable and child friendly. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Electrical & Computer Engineering (2088-8708) is the property of Institute of Advanced Engineering & Science and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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| Header | DbId: egs DbLabel: Engineering Source An: 189230506 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A non-destructive approach for estimation of Hb, HCT and red blood cells using reflectance spectroscopic technique. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Divyabharathi%2C+P%2E%22">Divyabharathi, P.</searchLink><relatesTo>1</relatesTo><i> divyabharathi0804@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Devarasu%2C+Neelamegam%22">Devarasu, Neelamegam</searchLink><relatesTo>1</relatesTo><i> drdneelamegam@veltech.edu.in</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Electrical+%26+Computer+Engineering+%282088-8708%29%22">International Journal of Electrical & Computer Engineering (2088-8708)</searchLink>. Oct2025, Vol. 15 Issue 5, p4569-4580. 12p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Pediatrics%22">Pediatrics</searchLink><br /><searchLink fieldCode="DE" term="%22Reflectance+spectroscopy%22">Reflectance spectroscopy</searchLink><br /><searchLink fieldCode="DE" term="%22Point-of-care+testing%22">Point-of-care testing</searchLink><br /><searchLink fieldCode="DE" term="%22Hemoglobins%22">Hemoglobins</searchLink><br /><searchLink fieldCode="DE" term="%22Hematology%22">Hematology</searchLink><br /><searchLink fieldCode="DE" term="%22Blood+testing%22">Blood testing</searchLink><br /><searchLink fieldCode="DE" term="%22Erythrocytes%22">Erythrocytes</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Paediatric haematology involves the use of non-invasive methods and technologies to evaluate haematological parameters in children. These techniques attempt to offer precise measurements of blood constituents without the necessity of intrusive procedures such as venipuncture or blood draws, which can be difficult and unpleasant for paediatric patients. The data gathered from the elbow will be given priority for further investigations to find haematological profiles. Estimates of haemoglobin, haematocrit, and red blood cell count were done and compared against the values obtained using conventional methods. This method achieves an accuracy of 75.56% with high precision and specificity which makes the method particularly beneficial for paediatric applications, potentially due to physiological differences or enhanced calibration for younger populations. The sensitivity varies with red blood cells (RBC) showing the lowest true positive detection rate. Future work could focus on improving the sensitivity of these parameters to enhance the accuracy. Conventional techniques cannot monitor continuously and remotely, which is crucial for a point-of-care screening device in the current era. The proposed non-destructive technique offers the benefits of infection control, pain reduction, and minimal operational cum maintenance expenses, all while being portable and child friendly. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Electrical & Computer Engineering (2088-8708) is the property of Institute of Advanced Engineering & Science and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.11591/ijece.v15i5.pp4569-4580 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 4569 Subjects: – SubjectFull: Pediatrics Type: general – SubjectFull: Reflectance spectroscopy Type: general – SubjectFull: Point-of-care testing Type: general – SubjectFull: Hemoglobins Type: general – SubjectFull: Hematology Type: general – SubjectFull: Blood testing Type: general – SubjectFull: Erythrocytes Type: general Titles: – TitleFull: A non-destructive approach for estimation of Hb, HCT and red blood cells using reflectance spectroscopic technique. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Divyabharathi, P. – PersonEntity: Name: NameFull: Devarasu, Neelamegam IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 10 Text: Oct2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20888708 Numbering: – Type: volume Value: 15 – Type: issue Value: 5 Titles: – TitleFull: International Journal of Electrical & Computer Engineering (2088-8708) Type: main |
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