Logo Lanfrica
  • Home
  • Atlas
  • Insights
  • Docs
  • Sign in

© 2026 Lanfrica. All rights reserved. All copyrights of the resources shown on the Lanfrica website belong to the original copyright holders, unless explicitly stated otherwise.

Mobile Device for Disease Diagnosis and Data Tracking in Resource-Limited Settings

Domain:

healthcare
Creator:
CurYukTasMar
Publisher:
Oxf
Host:
BACKGROUND Collection of epidemiological data and care of patients are hampered by lack of access to laboratory diagnostic equipment and patients' health records in resource-limited settings. We engineered a low-cost mobile device that combines cell-phone and satellite communication technologies with fluid miniaturization techniques for performing all essential ELISA functions. METHODS We assessed the device's ability to perform HIV serodiagnostic testing in Rwanda and synchronize results in real time with electronic health records. We tested serum, plasma, and whole blood samples collected in Rwanda and on a commercially available sample panel made of mixed antibody titers. RESULTS HIV testing on 167 Rwandan patients evaluated for HIV, viral hepatitis, and sexually transmitted infections yielded diagnostic sensitivity and specificity of 100% and 99%, respectively. Testing on 40 Rwandan whole-blood samples—using 1 μL of sample per patient—resulted in diagnostic sensitivity and specificity of 100% and 100%. The mobile device also successfully transmitted all whole-blood test results from a Rwandan clinic to a medical records database stored on the cloud. For all samples in the commercial panel, the device produced results in agreement with a leading ELISA test, including detection of weakly positive samples that were missed by existing rapid tests. The device operated autonomously with minimal user input, produced each result 10 times faster than benchtop ELISA, and consumed as little power as a mobile phone. CONCLUSIONS A low-cost mobile device can perform a blood-based HIV serodiagnostic test with laboratory-level accuracy and real-time synchronization of patient health record data.

Visit

doi.org

Languages

Kinyarwanda

Licenses

https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model

Similar

AI in Resource-Limited Settings: An Application for Disease Diagnosis in MalawiAI Diagnostics in Resource-Limited Settings: Malawi's Perspective on Disease DiagnosisAI in Diagnostics: Harnessing Technology for Enhanced Disease Diagnosis in Malawi's Resource-Limited Healthcare SettingsAI Techniques for Disease Diagnosis in Resource-Limited Healthcare Settings in Malawi: A Methodological ApproachAI Applications in Malawi's Resource-Limited Healthcare Settings for Disease Diagnosis: A Systematic Literature ReviewAI Applications in Resource-Limited Healthcare Settings for Disease Diagnosis in Malawi: A Systematic Literature Review

AI in Resource-Limited Settings: An Application for Disease Diagnosis in Malawi

AI technologies are increasingly being explored for resource-limited settings such as healt

AI Diagnostics in Resource-Limited Settings: Malawi's Perspective on Disease Diagnosis

AI diagnostics are increasingly being explored as a solution to enhance disease diagnosis in resourc

AI in Diagnostics: Harnessing Technology for Enhanced Disease Diagnosis in Malawi's Resource-Limited Healthcare Settings

AI technologies have shown promise in enhancing diagnostic accuracy, particularly in resour

AI Techniques for Disease Diagnosis in Resource-Limited Healthcare Settings in Malawi: A Methodological Approach

AI techniques have shown promise in improving disease diagnosis accuracy in resource-limited setting

AI Applications in Malawi's Resource-Limited Healthcare Settings for Disease Diagnosis: A Systematic Literature Review

The rapid advancement of artificial intelligence (AI) has led to its integration into vario

AI Applications in Resource-Limited Healthcare Settings for Disease Diagnosis in Malawi: A Systematic Literature Review

{ "background": "AI applications in resource-limited healthcare settings have shown promise