The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence.
Conclusions/significance The potential of RS as a surveillance tool for malaria and arbovirus vectors and MIRS for the diagnosis and surveillance of arboviruses is yet to be assessed. NIRS capacity as a surveillance tool for malaria and arbovirus vectors should be validated under field conditions, a...
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Online Access: | https://doi.org/10.1371/journal.pntd.0009218 https://doaj.org/article/35c8d4ecb86c44bb9bc13e46bc917f92 |
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ftdoajarticles:oai:doaj.org/article:35c8d4ecb86c44bb9bc13e46bc917f92 2023-05-15T15:05:14+02:00 The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. Brendon Goh Koek Ching Ricardo J Soares Magalhães Silvia Ciocchetta Michael D Edstein Rafael Maciel-de-Freitas Maggy T Sikulu-Lord 2021-04-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0009218 https://doaj.org/article/35c8d4ecb86c44bb9bc13e46bc917f92 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0009218 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0009218 https://doaj.org/article/35c8d4ecb86c44bb9bc13e46bc917f92 PLoS Neglected Tropical Diseases, Vol 15, Iss 4, p e0009218 (2021) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2021 ftdoajarticles https://doi.org/10.1371/journal.pntd.0009218 2022-12-31T05:52:27Z Conclusions/significance The potential of RS as a surveillance tool for malaria and arbovirus vectors and MIRS for the diagnosis and surveillance of arboviruses is yet to be assessed. NIRS capacity as a surveillance tool for malaria and arbovirus vectors should be validated under field conditions, and its potential as a diagnostic tool for malaria and arboviruses needs to be evaluated. It is recommended that all 3 techniques evaluated simultaneously using multiple machine learning techniques in multiple epidemiological settings to determine the most accurate technique for each application. Prior to their field application, a standardised protocol for spectra collection and data analysis should be developed. This will harmonise their application in multiple field settings allowing easy and faster integration into existing disease control platforms. Ultimately, development of rapid and cost-effective point-of-care diagnostic tools for malaria and arboviruses based on spectroscopy techniques may help combat current and future outbreaks of these infectious diseases. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 15 4 e0009218 |
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Directory of Open Access Journals: DOAJ Articles |
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ftdoajarticles |
language |
English |
topic |
Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 |
spellingShingle |
Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 Brendon Goh Koek Ching Ricardo J Soares Magalhães Silvia Ciocchetta Michael D Edstein Rafael Maciel-de-Freitas Maggy T Sikulu-Lord The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. |
topic_facet |
Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 |
description |
Conclusions/significance The potential of RS as a surveillance tool for malaria and arbovirus vectors and MIRS for the diagnosis and surveillance of arboviruses is yet to be assessed. NIRS capacity as a surveillance tool for malaria and arbovirus vectors should be validated under field conditions, and its potential as a diagnostic tool for malaria and arboviruses needs to be evaluated. It is recommended that all 3 techniques evaluated simultaneously using multiple machine learning techniques in multiple epidemiological settings to determine the most accurate technique for each application. Prior to their field application, a standardised protocol for spectra collection and data analysis should be developed. This will harmonise their application in multiple field settings allowing easy and faster integration into existing disease control platforms. Ultimately, development of rapid and cost-effective point-of-care diagnostic tools for malaria and arboviruses based on spectroscopy techniques may help combat current and future outbreaks of these infectious diseases. |
format |
Article in Journal/Newspaper |
author |
Brendon Goh Koek Ching Ricardo J Soares Magalhães Silvia Ciocchetta Michael D Edstein Rafael Maciel-de-Freitas Maggy T Sikulu-Lord |
author_facet |
Brendon Goh Koek Ching Ricardo J Soares Magalhães Silvia Ciocchetta Michael D Edstein Rafael Maciel-de-Freitas Maggy T Sikulu-Lord |
author_sort |
Brendon Goh |
title |
The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. |
title_short |
The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. |
title_full |
The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. |
title_fullStr |
The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. |
title_full_unstemmed |
The application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: A systematic review and critical appraisal of evidence. |
title_sort |
application of spectroscopy techniques for diagnosis of malaria parasites and arboviruses and surveillance of mosquito vectors: a systematic review and critical appraisal of evidence. |
publisher |
Public Library of Science (PLoS) |
publishDate |
2021 |
url |
https://doi.org/10.1371/journal.pntd.0009218 https://doaj.org/article/35c8d4ecb86c44bb9bc13e46bc917f92 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
PLoS Neglected Tropical Diseases, Vol 15, Iss 4, p e0009218 (2021) |
op_relation |
https://doi.org/10.1371/journal.pntd.0009218 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0009218 https://doaj.org/article/35c8d4ecb86c44bb9bc13e46bc917f92 |
op_doi |
https://doi.org/10.1371/journal.pntd.0009218 |
container_title |
PLOS Neglected Tropical Diseases |
container_volume |
15 |
container_issue |
4 |
container_start_page |
e0009218 |
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1766336976599908352 |