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A neural pathomics framework for classifying colorectal cancer histopathology images based on wavelet multi-scale texture analysis

Colorectal cancer (CRC) constitutes the third most commonly diagnosed cancer in males and the second in females. Precise histopathological classification of CRC tissue pathology is the cornerstone not only for diagnosis but also for patients’ management decision making. An automated system able to a...

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Detalles Bibliográficos
Autores principales: Trivizakis, Eleftherios, Ioannidis, Georgios S., Souglakos, Ioannis, Karantanas, Apostolos H., Tzardi, Maria, Marias, Kostas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324876/
https://www.ncbi.nlm.nih.gov/pubmed/34330946
http://dx.doi.org/10.1038/s41598-021-94781-6