Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire (2025)
- Authors:
- USP affiliated authors: RAMOS, ALEXANDRE FERREIRA - EACH ; FRADE, MARCO ANDREY CIPRIANI - FMRP ; SIMÕES, MATEUS MENDONÇA RAMOS - FMRP ; LIMA, FILIPE ROCHA - FMRP ; PAULA, NATALIA APARECIDA DE - FMRP
- Unidades: EACH; FMRP
- DOI: 10.1038/s41598-025-91462-6
- Assunto: HANSENÍASE
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Scientific Reports
- ISSN: 2045-2322
- Volume/Número/Paginação/Ano: v. 15, p. 01-16, 2025
- Status:
- Artigo publicado em periódico de acesso aberto (Gold Open Access)
- Versão do Documento:
- Versão publicada (Published version)
- Acessar versão aberta:
-
ABNT
SIMÕES, Mateus Mendonça Ramos et al. Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire. Scientific Reports, v. 15, p. 01-16, 2025Tradução . . Disponível em: http://dx.doi.org/10.1038/s41598-025-91462-6. Acesso em: 29 mar. 2026. -
APA
Simões, M. M. R., Lima, F. R., Lugão, H. B., Paula, N. A. de, Silva, C. M. L., Ramos, A. F., & Frade, M. A. C. (2025). Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire. Scientific Reports, 15, 01-16. doi:10.1038/s41598-025-91462-6 -
NLM
Simões MMR, Lima FR, Lugão HB, Paula NA de, Silva CML, Ramos AF, Frade MAC. Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire [Internet]. Scientific Reports. 2025 ; 15 01-16.[citado 2026 mar. 29 ] Available from: http://dx.doi.org/10.1038/s41598-025-91462-6 -
Vancouver
Simões MMR, Lima FR, Lugão HB, Paula NA de, Silva CML, Ramos AF, Frade MAC. Development and validation of a machine learning approach for screening new leprosy cases based on the leprosy suspicion questionnaire [Internet]. Scientific Reports. 2025 ; 15 01-16.[citado 2026 mar. 29 ] Available from: http://dx.doi.org/10.1038/s41598-025-91462-6 - Cross-sectional screening study for Leishmania DNA and antibodies in biologic-treated patients with psoriasis living in an area endemic for leishmaniasis. [Carta]
- Serum geoepidemiology of leprosy biomarkers in a city-wide COVID-19 survey in Brazil
- Leprosy case series in the emergency room: a warning sign for a challenging diagnosis
- Innovative mapping of skin sensitivity by monofilaments to record the diagnosis and therapeutic follow-up of leprosy
- Bacilloscopy and polymerase chain reaction of slit-skin smears and anti-phenolic glycolipid-I serology for Hansen’s disease diagnosis
- Clinical manifestation, dermoscopy, and scanning electron microscopy in two cases of contagious ecthyma (orf nodule)
- Evaluation of altered patterns of tactile sensation in the diagnosis and monitoring of leprosy using the Semmes-Weinstein monofilaments
- Serological testing for Hansen’s disease diagnosis: Clinical significance and performance of IgA, IgM, and IgG antibodies against Mce1A protein
- Hidden leprosy in a low-endemic area in southern Brazil: changes in endemicity following an active search
- Serum anti-lipid antibodies in patients affected by leprosy in a high-burden municipality in Brazil: a cross-sectional study
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