A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests
Abstract Background The World Health Organization recommends confirmatory diagnosis by microscopy or malaria rapid diagnostic test (RDT) in patients with suspected malaria. In recent years, mobile medical applications (MMAs), which can interpret RDT test results have entered the market. To evaluate...
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ftdoajarticles:oai:doaj.org/article:282f085d9405432a848cfe3cc5f1e7a2 2023-05-15T15:19:12+02:00 A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests Theodoor Visser Sumedh Ramachandra Emilie Pothin Jan Jacobs Jane Cunningham Arnaud Le Menach Michelle L. Gatton Samaly dos Santos Souza Sydney Nelson Luke Rooney Michael Aidoo 2021-01-01T00:00:00Z https://doi.org/10.1186/s12936-020-03573-2 https://doaj.org/article/282f085d9405432a848cfe3cc5f1e7a2 EN eng BMC https://doi.org/10.1186/s12936-020-03573-2 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-020-03573-2 1475-2875 https://doaj.org/article/282f085d9405432a848cfe3cc5f1e7a2 Malaria Journal, Vol 20, Iss 1, Pp 1-12 (2021) Malaria Rapid Diagnostic Test RDT Reader Diagnosis Mobile medical application Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2021 ftdoajarticles https://doi.org/10.1186/s12936-020-03573-2 2022-12-31T10:53:48Z Abstract Background The World Health Organization recommends confirmatory diagnosis by microscopy or malaria rapid diagnostic test (RDT) in patients with suspected malaria. In recent years, mobile medical applications (MMAs), which can interpret RDT test results have entered the market. To evaluate the performance of commercially available MMAs, an evaluation was conducted by comparing RDT results read by MMAs to RDT results read by the human eye. Methods Five different MMAs were evaluated on six different RDT products using cultured Plasmodium falciparum blood samples at five dilutions ranging from 20 to 1000 parasites (p)/microlitre (µl) and malaria negative blood samples. The RDTs were performed in a controlled, laboratory setting by a trained operator who visually read the RDT results. A second trained operator then used the MMAs to read the RDT results. Sensitivity (Sn) and specificity (Sp) for the RDTs were calculated in a Bayesian framework using mixed models. Results The RDT Sn of the P. falciparum (Pf) test line, when read by the trained human eye was significantly higher compared to when read by MMAs (74% vs. average 47%) at samples of 20 p/µl. In higher density samples, the Sn was comparable to the human eye (97%) for three MMAs. The RDT Sn of test lines that detect all Plasmodium species (Pan line), when read by the trained human eye was significantly higher compared to when read by MMAs (79% vs. average 56%) across all densities. The RDT Sp, when read by the human eye or MMAs was 99% for both the Pf and Pan test lines across all densities. Conclusions The study results show that in a laboratory setting, most MMAs produced similar results interpreting the Pf test line of RDTs at parasite densities typically found in patients that experience malaria symptoms (> 100 p/µl) compared to the human eye. At low parasite densities for the Pf line and across all parasite densities for the Pan line, MMAs were less accurate than the human eye. Future efforts should focus on improving the band/line detection ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 20 1 |
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Directory of Open Access Journals: DOAJ Articles |
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English |
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Malaria Rapid Diagnostic Test RDT Reader Diagnosis Mobile medical application Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
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Malaria Rapid Diagnostic Test RDT Reader Diagnosis Mobile medical application Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 Theodoor Visser Sumedh Ramachandra Emilie Pothin Jan Jacobs Jane Cunningham Arnaud Le Menach Michelle L. Gatton Samaly dos Santos Souza Sydney Nelson Luke Rooney Michael Aidoo A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests |
topic_facet |
Malaria Rapid Diagnostic Test RDT Reader Diagnosis Mobile medical application Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
description |
Abstract Background The World Health Organization recommends confirmatory diagnosis by microscopy or malaria rapid diagnostic test (RDT) in patients with suspected malaria. In recent years, mobile medical applications (MMAs), which can interpret RDT test results have entered the market. To evaluate the performance of commercially available MMAs, an evaluation was conducted by comparing RDT results read by MMAs to RDT results read by the human eye. Methods Five different MMAs were evaluated on six different RDT products using cultured Plasmodium falciparum blood samples at five dilutions ranging from 20 to 1000 parasites (p)/microlitre (µl) and malaria negative blood samples. The RDTs were performed in a controlled, laboratory setting by a trained operator who visually read the RDT results. A second trained operator then used the MMAs to read the RDT results. Sensitivity (Sn) and specificity (Sp) for the RDTs were calculated in a Bayesian framework using mixed models. Results The RDT Sn of the P. falciparum (Pf) test line, when read by the trained human eye was significantly higher compared to when read by MMAs (74% vs. average 47%) at samples of 20 p/µl. In higher density samples, the Sn was comparable to the human eye (97%) for three MMAs. The RDT Sn of test lines that detect all Plasmodium species (Pan line), when read by the trained human eye was significantly higher compared to when read by MMAs (79% vs. average 56%) across all densities. The RDT Sp, when read by the human eye or MMAs was 99% for both the Pf and Pan test lines across all densities. Conclusions The study results show that in a laboratory setting, most MMAs produced similar results interpreting the Pf test line of RDTs at parasite densities typically found in patients that experience malaria symptoms (> 100 p/µl) compared to the human eye. At low parasite densities for the Pf line and across all parasite densities for the Pan line, MMAs were less accurate than the human eye. Future efforts should focus on improving the band/line detection ... |
format |
Article in Journal/Newspaper |
author |
Theodoor Visser Sumedh Ramachandra Emilie Pothin Jan Jacobs Jane Cunningham Arnaud Le Menach Michelle L. Gatton Samaly dos Santos Souza Sydney Nelson Luke Rooney Michael Aidoo |
author_facet |
Theodoor Visser Sumedh Ramachandra Emilie Pothin Jan Jacobs Jane Cunningham Arnaud Le Menach Michelle L. Gatton Samaly dos Santos Souza Sydney Nelson Luke Rooney Michael Aidoo |
author_sort |
Theodoor Visser |
title |
A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests |
title_short |
A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests |
title_full |
A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests |
title_fullStr |
A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests |
title_full_unstemmed |
A comparative evaluation of mobile medical APPS (MMAS) for reading and interpreting malaria rapid diagnostic tests |
title_sort |
comparative evaluation of mobile medical apps (mmas) for reading and interpreting malaria rapid diagnostic tests |
publisher |
BMC |
publishDate |
2021 |
url |
https://doi.org/10.1186/s12936-020-03573-2 https://doaj.org/article/282f085d9405432a848cfe3cc5f1e7a2 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
Malaria Journal, Vol 20, Iss 1, Pp 1-12 (2021) |
op_relation |
https://doi.org/10.1186/s12936-020-03573-2 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-020-03573-2 1475-2875 https://doaj.org/article/282f085d9405432a848cfe3cc5f1e7a2 |
op_doi |
https://doi.org/10.1186/s12936-020-03573-2 |
container_title |
Malaria Journal |
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20 |
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1 |
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1766349386032349184 |