A novel Ziehl–Neelsen sputum smear image database and deep learning strategy for automated detection of tuberculosis bacilli

Thales Francisco Mota Carvalho, Vívian Ludimila Aguiar Santos, João Victor Boechat Gomide, Lida Jouca de Assis Figueredo, Silvana Spíndola de Miranda, Ricardo de Oliveira Duarte, Frederico Gadelha Guimarães

Open source

DOI
10.1016/j.compbiomed.2026.111946
Published
2026-10
Container
Computers in Biology and Medicine
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.compbiomed.2026.111946,
  title = {A novel Ziehl–Neelsen sputum smear image database and deep learning strategy for automated detection of tuberculosis bacilli},
  author = {Thales Francisco Mota Carvalho and Vívian Ludimila Aguiar Santos and João Victor Boechat Gomide and Lida Jouca de Assis Figueredo and Silvana Spíndola de Miranda and Ricardo de Oliveira Duarte and Frederico Gadelha Guimarães},
  year = {2026},
  journal = {Computers in Biology and Medicine},
  doi = {10.1016/j.compbiomed.2026.111946},
  url = {https://doi.org/10.1016/j.compbiomed.2026.111946}
}

RIS

TY  - JOUR
TI  - A novel Ziehl–Neelsen sputum smear image database and deep learning strategy for automated detection of tuberculosis bacilli
AU  - Thales Francisco Mota Carvalho
AU  - Vívian Ludimila Aguiar Santos
AU  - João Victor Boechat Gomide
AU  - Lida Jouca de Assis Figueredo
AU  - Silvana Spíndola de Miranda
AU  - Ricardo de Oliveira Duarte
AU  - Frederico Gadelha Guimarães
PY  - 2026
JO  - Computers in Biology and Medicine
DO  - 10.1016/j.compbiomed.2026.111946
UR  - https://doi.org/10.1016/j.compbiomed.2026.111946
ER  - 

APA

Carvalho, T. F. M., Santos, V. L. A., Gomide, J. V. B., Figueredo, L. J. D. A., Miranda, S. S. D., Duarte, R. D. O., & Guimarães, F. G. (2026). A novel Ziehl–Neelsen sputum smear image database and deep learning strategy for automated detection of tuberculosis bacilli. Computers in Biology and Medicine. https://doi.org/10.1016/j.compbiomed.2026.111946

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