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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Published in:Malaria Journal
Main Authors: 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
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2021
Subjects:
RDT
Online Access:https://doi.org/10.1186/s12936-020-03573-2
https://doaj.org/article/282f085d9405432a848cfe3cc5f1e7a2
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spelling 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
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Malaria
Rapid Diagnostic Test
RDT
Reader
Diagnosis
Mobile medical application
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle 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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