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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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Détails bibliographiques
Publié dans:IEEE Access
Auteurs principaux: Rajaraman, Sivaramakrishnan, Antani, Sameer K.
Format: Artigo
Langue:Inglês
Publié: 2020
Sujets:
Accès en ligne: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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