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Comparison of Fine-Tuned Deep Convolutional Neural Networks for the Automated Classification of Lung Cancer Cytology Images with Integration of Additional Classifiers

OBJECTIVE: It is essential to accurately diagnose and classify histological subtypes into adenocarcinoma (ADC), squamous cell carcinoma (SCC), and small cell lung carcinoma (SCLC) for the appropriate treatment of lung cancer patients. However, improving the accuracy and stability of diagnosis is cha...

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Detalles Bibliográficos
Autores principales: Tsukamoto, Tetsuya, Teramoto, Atsushi, Yamada, Ayumi, Kiriyama, Yuka, Sakurai, Eiko, Michiba, Ayano, Imaizumi, Kazuyoshi, Fujita, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: West Asia Organization for Cancer Prevention 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9375620/
https://www.ncbi.nlm.nih.gov/pubmed/35485691
http://dx.doi.org/10.31557/APJCP.2022.23.4.1315