Please use this identifier to cite or link to this item: https://www.arca.fiocruz.br/handle/icict/51143
Title: Reimagining leprosy elimination with AI analysis of a combination of skin lesion images with demographic and clinical data
Authors: Barbieri, Raquel R.
Yixi, Xu
Setian, Lucy
Souza-Santos, Paulo Thiago
Trivedi, Anusua
Cristofono, Jim
Bhering, Ricardo
White, Kevin
Sales, Anna M.
Miller, Geralyn
Nery, José Augusto C.
Sharman, Michael
Bumann, Richard
Shun, Zhang
Goldust, Mohamad
Sarno, Euzenir N.
Mirza, Fareed
Cavaliero, Arielle
Timmer, Sander
Bonfiglioli, Elena
Smith, Cairns
Scollard, David
Navarini, Alexander A.
Aerts, Ann
Ferres, Juan Lavista
Moraes, Milton O.
Affilliation: Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Novartis Foundation. Basel, Switzerland.
Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
University of Basel. Basel. Switzerland / Department of Dermatology, University Medical Center Mainz. Mainz, German.
Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
Novartis Foundation. Basel, Switzerland.
Novartis Foundation. Basel, Switzerland.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
University of Aberdeen, Aberdeen, Scotland.
Retired, Wilbraham, MA, United States,
University of Basel. Basel. Switzerland
Novartis Foundation. Basel, Switzerland.
Microsoft, One Microsoft Way, One Microsoft Way. Redmond, WA, USA.
Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Hanseníase. Rio de Janeiro, RJ, Brasil.
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.
Keywords: Leprosy
Artificial intelligence
AI
Image-based diagnosis
Dermatology
Skin lesions
Al4leprosy
keywords: Hanseníase
Inteligência artificial
AI
Diagnóstico baseado em imagem
Dermatologia
Lesões de pele
Al4lepra
Issue Date: 2022
Publisher: The Lancet
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.
DOI: 10.1016/j.lana.2022.100192
ISSN: 0140-6736
Copyright: open access
Appears in Collections:IOC - Artigos de Periódicos
Files in This Item:
File Description SizeFormat 
Barbieri_Raquel_etal_IOC_2022.pdf290.29 kBAdobe PDFView/Open



FacebookTwitterDeliciousLinkedInGoogle BookmarksBibTex Format mendeley Endnote DiggMySpace

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.