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Deep Learning Prediction of Metastasis in Locally Advanced Colon Cancer Using Binary Histologic Tumor Images

SIMPLE SUMMARY: Deep learning methods are increasingly being applied for tissue classification to improve diagnosis and optimize therapy stratification. In this study, we developed the Binary ImaGe Colon Metastasis classifier (BIg-CoMet), a semi-guided approach for the stratification of colon cancer...

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Detalles Bibliográficos
Autores principales: Schiele, Stefan, Arndt, Tim Tobias, Martin, Benedikt, Miller, Silvia, Bauer, Svenja, Banner, Bettina Monika, Brendel, Eva-Maria, Schenkirsch, Gerhard, Anthuber, Matthias, Huss, Ralf, Märkl, Bruno, Müller, Gernot
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123276/
https://www.ncbi.nlm.nih.gov/pubmed/33922988
http://dx.doi.org/10.3390/cancers13092074