A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions
DM is a chronic metabolic disorder characterized by insufficient insulin production or impaired use in the cells, leading to a high blood glucose level. This disease requires constant monitoring of blood glucose levels. Traditional blood glucose monitoring techniques are invasive and inconvenient, h...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| التنسيق: | article |
| منشور في: |
2025
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://hdl.handle.net/11073/33241 |
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إضافة وسم
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| _version_ | 1864513431783079937 |
|---|---|
| author | Georgeous, Joel |
| author2 | Albasha, Lutfi Husseini, Ghaleb |
| author2_role | author author |
| author_facet | Georgeous, Joel Albasha, Lutfi Husseini, Ghaleb |
| author_role | author |
| dc.creator.none.fl_str_mv | Georgeous, Joel Albasha, Lutfi Husseini, Ghaleb |
| dc.date.none.fl_str_mv | 2025 2026-03-10T08:07:56Z 2026-03-10T08:07:56Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | Joel Georgeous, Lutfi Albasha, Ghaleb A. Husseini, "A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges and Future Directions",IEEE Access, Volume: 13, Pages 121261 - 121283, July 2025. IEEE, https://doi.org/10.1109/ACCESS.2025.3584863 2169-3536 https://hdl.handle.net/11073/33241 10.1109/ACCESS.2025.3584863 |
| dc.language.none.fl_str_mv | en_US |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://doi.org/10.1109/ACCESS.2025.3584863 |
| dc.subject.none.fl_str_mv | Acetone sensors Diabetic sensors Diabetes monitoring Non-invasive diagnostics Resistive sensors Capacitive sensors Volatile organic compounds (VOCs) |
| dc.title.none.fl_str_mv | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| dc.type.none.fl_str_mv | Peer-Reviewed Published version info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | DM is a chronic metabolic disorder characterized by insufficient insulin production or impaired use in the cells, leading to a high blood glucose level. This disease requires constant monitoring of blood glucose levels. Traditional blood glucose monitoring techniques are invasive and inconvenient, highlighting the need for non-invasive alternatives. Breath acetone, a byproduct of fat metabolism in diabetic patients, has been identified and used as a biomarker for diabetes as it is directly related to blood glucose levels. Its concentration is significantly higher in the breath of diabetic patients, making it an effective indicator of the disease’s progression. This review comprehensively analyzes various acetone sensor technologies, including electrochemical, capacitive, chemiresistive, mass spectrometry-based, piezoelectric, and optical sensors. This review also discusses the biological background of acetone as a diabetic biomarker, the mechanism of different sensor types, and their advantages and disadvantages. Further, it explores the future prospect of enhancing sensor performance through integrating artificial intelligence (AI), energy harvesting, and the Internet of Things (IoT). By addressing the gaps in the literature regarding the summary of acetone sensors, this review aims to guide future developments in non-invasive diabetic monitoring technologies. |
| format | article |
| id | aus_c442c814ef7c5e82f907702dc0af1120 |
| identifier_str_mv | Joel Georgeous, Lutfi Albasha, Ghaleb A. Husseini, "A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges and Future Directions",IEEE Access, Volume: 13, Pages 121261 - 121283, July 2025. IEEE, https://doi.org/10.1109/ACCESS.2025.3584863 2169-3536 10.1109/ACCESS.2025.3584863 |
| language_invalid_str_mv | en_US |
| network_acronym_str | aus |
| network_name_str | aus |
| oai_identifier_str | oai:repository.aus.edu:11073/33241 |
| publishDate | 2025 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future DirectionsGeorgeous, JoelAlbasha, LutfiHusseini, GhalebAcetone sensorsDiabetic sensorsDiabetes monitoringNon-invasive diagnosticsResistive sensorsCapacitive sensorsVolatile organic compounds (VOCs)DM is a chronic metabolic disorder characterized by insufficient insulin production or impaired use in the cells, leading to a high blood glucose level. This disease requires constant monitoring of blood glucose levels. Traditional blood glucose monitoring techniques are invasive and inconvenient, highlighting the need for non-invasive alternatives. Breath acetone, a byproduct of fat metabolism in diabetic patients, has been identified and used as a biomarker for diabetes as it is directly related to blood glucose levels. Its concentration is significantly higher in the breath of diabetic patients, making it an effective indicator of the disease’s progression. This review comprehensively analyzes various acetone sensor technologies, including electrochemical, capacitive, chemiresistive, mass spectrometry-based, piezoelectric, and optical sensors. This review also discusses the biological background of acetone as a diabetic biomarker, the mechanism of different sensor types, and their advantages and disadvantages. Further, it explores the future prospect of enhancing sensor performance through integrating artificial intelligence (AI), energy harvesting, and the Internet of Things (IoT). By addressing the gaps in the literature regarding the summary of acetone sensors, this review aims to guide future developments in non-invasive diabetic monitoring technologies.American University of SharjahIEEE2026-03-10T08:07:56Z2026-03-10T08:07:56Z2025Peer-ReviewedPublished versioninfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfJoel Georgeous, Lutfi Albasha, Ghaleb A. Husseini, "A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges and Future Directions",IEEE Access, Volume: 13, Pages 121261 - 121283, July 2025. IEEE, https://doi.org/10.1109/ACCESS.2025.35848632169-3536https://hdl.handle.net/11073/3324110.1109/ACCESS.2025.3584863en_UShttps://doi.org/10.1109/ACCESS.2025.3584863oai:repository.aus.edu:11073/332412026-03-11T05:21:53Z |
| spellingShingle | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions Georgeous, Joel Acetone sensors Diabetic sensors Diabetes monitoring Non-invasive diagnostics Resistive sensors Capacitive sensors Volatile organic compounds (VOCs) |
| status_str | publishedVersion |
| title | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| title_full | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| title_fullStr | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| title_full_unstemmed | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| title_short | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| title_sort | A Review of Acetone Vapor Sensors for Non-Invasive Diabetes Diagnosis and Management: Technologies, Challenges, and Future Directions |
| topic | Acetone sensors Diabetic sensors Diabetes monitoring Non-invasive diagnostics Resistive sensors Capacitive sensors Volatile organic compounds (VOCs) |
| url | https://hdl.handle.net/11073/33241 |