Cargando…
Generalization Challenges in Drug-Resistant Tuberculosis Detection from Chest X-rays
Classification of drug-resistant tuberculosis (DR-TB) and drug-sensitive tuberculosis (DS-TB) from chest radiographs remains an open problem. Our previous cross validation performance on publicly available chest X-ray (CXR) data combined with image augmentation, the addition of synthetically generat...
Autores principales: | Karki, Manohar, Kantipudi, Karthik, Yang, Feng, Yu, Hang, Wang, Yi Xiang J., Yaniv, Ziv, Jaeger, Stefan |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775073/ https://www.ncbi.nlm.nih.gov/pubmed/35054355 http://dx.doi.org/10.3390/diagnostics12010188 |
Ejemplares similares
-
Combining Radiological and Genomic TB Portals Data for Drug
Resistance Analysis
por: BUI, VY C. B., et al.
Publicado: (2023) -
Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays
por: Rajaraman, Sivaramakrishnan, et al.
Publicado: (2022) -
Chest X-Ray Findings Comparison between Multi-drug-resistant Tuberculosis and Drug-sensitive Tuberculosis
por: Icksan, Aziza Ghanie, et al.
Publicado: (2018) -
Chest ultrasound compared to chest X‐ray for pediatric pulmonary tuberculosis
por: Heuvelings, Charlotte C., et al.
Publicado: (2019) -
Deep Learning Classification of Tuberculosis Chest X-rays
por: Goswami, Kartik K, et al.
Publicado: (2023)