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Modality-specific deep learning model ensembles toward improving TB detection in chest radiographs

The proposed study evaluates the efficacy of knowledge transfer gained through an ensemble of modality-specific deep learning models toward improving the state-of-the-art in Tuberculosis (TB) detection. A custom convolutional neural network (CNN) and selected popular pretrained CNNs are trained to l...

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Detalhes bibliográficos
Publicado no:IEEE Access
Main Authors: Rajaraman, Sivaramakrishnan, Antani, Sameer K.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7120763/
https://ncbi.nlm.nih.gov/pubmed/32257736
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/access.2020.2971257
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