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A multichannel EfficientNet deep learning-based stacking ensemble approach for lung disease detection using chest X-ray images

This paper proposes a multichannel deep learning approach for lung disease detection using chest X-rays. The multichannel models used in this work are EfficientNetB0, EfficientNetB1, and EfficientNetB2 pretrained models. The features from EfficientNet models are fused together. Next, the fused featu...

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Detalles Bibliográficos
Autores principales: Ravi, Vinayakumar, Acharya, Vasundhara, Alazab, Mamoun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9295885/
https://www.ncbi.nlm.nih.gov/pubmed/35874187
http://dx.doi.org/10.1007/s10586-022-03664-6