Deep-Learning-Aided Detection of Mycobacteria in Pathology Specimens Increases the Sensitivity in Early Diagnosis of Pulmonary Tuberculosis Compared with Bacteriology Tests

The histopathological diagnosis of mycobacterial infection may be improved by a comprehensive analysis using artificial intelligence. Two autopsy cases of pulmonary tuberculosis, and forty biopsy cases of undetected acid-fast bacilli (AFB) were used to train AI (convolutional neural network), and co...

Descripción completa

Detalles Bibliográficos
Autores principales: Zaizen, Yoshiaki, Kanahori, Yuki, Ishijima, Sousuke, Kitamura, Yuka, Yoon, Han-Seung, Ozasa, Mutsumi, Mukae, Hiroshi, Bychkov, Andrey, Hoshino, Tomoaki, Fukuoka, Junya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946921/
https://www.ncbi.nlm.nih.gov/pubmed/35328262
http://dx.doi.org/10.3390/diagnostics12030709

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946921/
https://www.ncbi.nlm.nih.gov/pubmed/35328262
http://dx.doi.org/10.3390/diagnostics12030709

Ejemplares similares