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Automated Classification of Idiopathic Pulmonary Fibrosis in Pathological Images Using Convolutional Neural Network and Generative Adversarial Networks

Interstitial pneumonia of uncertain cause is referred to as idiopathic interstitial pneumonia (IIP). Among the various types of IIPs, the prognosis of cases of idiopathic pulmonary fibrosis (IPF) is extremely poor, and accurate differentiation between IPF and non-IPF pneumonia is critical. In this s...

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Detalles Bibliográficos
Autores principales: Teramoto, Atsushi, Tsukamoto, Tetsuya, Michiba, Ayano, Kiriyama, Yuka, Sakurai, Eiko, Imaizumi, Kazuyoshi, Saito, Kuniaki, Fujita, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777207/
https://www.ncbi.nlm.nih.gov/pubmed/36553202
http://dx.doi.org/10.3390/diagnostics12123195