Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire

Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire

Abstract Leprosy is a dermatoneurological disease and can cause irreversible nerve damage. In addition to being able to mimic different rheumatological, neurological and dermatological diseases, leprosy is underdiagnosed because several professionals present lack of training. The World Health Organi...

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Autori principali: Mateus Mendonça Ramos Simões, Filipe Rocha Lima, Helena Barbosa Lugão, Natália Aparecida de Paula, Cláudia Maria Lincoln Silva, Alexandre Ferreira Ramos, Marco Andrey Cipriani Frade
Natura: Articolo
Lingua:English
Pubblicazione: Nature Portfolio 2025-02-01
Serie:Scientific Reports
Soggetti:
Leprosy
Leprosy suspicion questionnaire
Machine learning
Screening
Active search
Accesso online:https://doi.org/10.1038/s41598-025-91462-6

Accesso online

https://doi.org/10.1038/s41598-025-91462-6

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