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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Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Leprosy
Leprosy suspicion questionnaire
Machine learning
Screening
Active search
Online Access:https://doi.org/10.1038/s41598-025-91462-6
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https://doi.org/10.1038/s41598-025-91462-6

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