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Valérian Turbé

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Articles by Valérian Turbé

Deep learning of HIV field-based rapid tests

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By Valérian Turbé, Carina Herbst, Thobeka Mngomezulu, Sepehr Meshkinfamfard
| Nature Verified
Abstract Although deep learning algorithms show increasing promise for disease diagnosis, their use with rapid diagnostic tests performed in the field has not been extensively tested. Here we use deep learning to classify images of rapid human immunodeficiency virus (HIV) tests acquired in rural South Africa. Using newly developed image capture protocols with the Samsung SM-P585 tablet, 60 fieldworkers routinely collected images of HIV lateral flow tests.
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Ultra-rapid, sensitive and specific digital diagnosis of HIV with a dual-channel SAW biosensor in a pilot clinical study

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By Eleanor Gray, Victoria Lawson, Robin Page, Valérian Turbé
| Nature Verified
The United Nations Sustainable Development Goals herald a major commitment by the world to halt the spread of HIV/AIDS by 2030.1 Yet despite huge advances in testing and antiretroviral therapy, around half of the estimated 37 million people living with HIV in the world do not know their HIV-positive status,2,3 leading to late presentation complicated by significant immunosuppression, opportunistic infections and related mortality,4 and contributing to the spread of HIV in the community.5,6...
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