Classification of chest X-ray images by incorporation of medical domain knowledge into operation branch networks

BACKGROUND: This study was conducted to alleviate a common difficulty in chest X-ray image diagnosis: The attention region in a convolutional neural network (CNN) does not often match the doctor’s point of focus. The method presented herein, which guides the area of attention in CNN to a medically p...

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Detalles Bibliográficos
Autores principales: Tsuji, Takumasa, Hirata, Yukina, Kusunose, Kenya, Sata, Masataka, Kumagai, Shinobu, Shiraishi, Kenshiro, Kotoku, Jun’ichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169130/
https://www.ncbi.nlm.nih.gov/pubmed/37161392
http://dx.doi.org/10.1186/s12880-023-01019-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169130/
https://www.ncbi.nlm.nih.gov/pubmed/37161392
http://dx.doi.org/10.1186/s12880-023-01019-0

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