Author | Barbieri, Raquel R. | |
Author | Yixi, Xu | |
Author | Setian, Lucy | |
Author | Souza-Santos, Paulo Thiago | |
Author | Trivedi, Anusua | |
Author | Cristofono, Jim | |
Author | Bhering, Ricardo | |
Author | White, Kevin | |
Author | Sales, Anna M. | |
Author | Miller, Geralyn | |
Author | Nery, José Augusto C. | |
Author | Sharman, Michael | |
Author | Bumann, Richard | |
Author | Shun, Zhang | |
Author | Goldust, Mohamad | |
Author | Sarno, Euzenir N. | |
Author | Mirza, Fareed | |
Author | Cavaliero, Arielle | |
Author | Timmer, Sander | |
Author | Bonfiglioli, Elena | |
Author | Smith, Cairns | |
Author | Scollard, David | |
Author | Navarini, Alexander A. | |
Author | Aerts, Ann | |
Author | Ferres, Juan Lavista | |
Author | Moraes, Milton O. | |
Access date | 2022-02-10T18:27:52Z | |
Available date | 2022-02-10T18:27:52Z | |
Document date | 2022 | |
Citation | BARBIERI, Raquel R. et al. Reimagining leprosy elimination with AI analysis of a combination of skin lesion images with demographic and clinical data. The Lancet, v. 9, p. 1-9, May 2022. | pt_BR |
ISSN | 0140-6736 | pt_BR |
URI | https://www.arca.fiocruz.br/handle/icict/51143 | |
Language | eng | pt_BR |
Publisher | The Lancet | pt_BR |
Rights | open access | pt_BR |
Subject in Portuguese | Hanseníase | pt_BR |
Subject in Portuguese | Inteligência artificial | pt_BR |
Subject in Portuguese | AI | pt_BR |
Subject in Portuguese | Diagnóstico baseado em imagem | pt_BR |
Subject in Portuguese | Dermatologia | pt_BR |
Subject in Portuguese | Lesões de pele | pt_BR |
Subject in Portuguese | Al4lepra | pt_BR |
Title | Reimagining leprosy elimination with AI analysis of a combination of skin lesion images with demographic and clinical data | pt_BR |
Type | Article | pt_BR |
DOI | 10.1016/j.lana.2022.100192 | |
Abstract | Leprosy is an infectious disease that mostly affects underserved populations. Although it has been
largely eliminated, still about 200’000 new patients are diagnosed annually. In the absence of a diagnostic test, clin-
ical diagnosis is often delayed, potentially leading to irreversible neurological damage and its resulting stigma, as
well as continued transmission. Accelerating diagnosis could significantly contribute to advancing global leprosy
elimination. Digital and Artificial Intelligence (AI) driven technology has shown potential to augment health work-
ers abilities in making faster and more accurate diagnosis, especially when using images such as in the fields of der-
matology or ophthalmology. That made us start the quest for an AI-driven diagnosis assistant for leprosy, based on
skin images. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Novartis Foundation. Basel, Switzerland. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | University of Basel. Basel. Switzerland / Department of Dermatology, University Medical Center Mainz. Mainz, German. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Affilliation | Novartis Foundation. Basel, Switzerland. | pt_BR |
Affilliation | Novartis Foundation. Basel, Switzerland. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | University of Aberdeen, Aberdeen, Scotland. | pt_BR |
Affilliation | Retired, Wilbraham, MA, United States, | pt_BR |
Affilliation | University of Basel. Basel. Switzerland | pt_BR |
Affilliation | Novartis Foundation. Basel, Switzerland. | pt_BR |
Affilliation | Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA. | pt_BR |
Affilliation | Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil. | pt_BR |
Subject | Leprosy | pt_BR |
Subject | Artificial intelligence | pt_BR |
Subject | AI | pt_BR |
Subject | Image-based diagnosis | pt_BR |
Subject | Dermatology | pt_BR |
Subject | Skin lesions | pt_BR |
Subject | Al4leprosy | pt_BR |