Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images

Non-alcoholic fatty pancreas disease (NAFPD) is a common and at the same time not extensively examined pathological condition that is significantly associated with obesity, metabolic syndrome, and insulin resistance. These factors can lead to the development of critical pathogens such as type-2 diab...

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Main Authors: Alexandros Arjmand, Odysseas Tsakai, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Robert D. Goldin, Christos Gogos , Evripidis Glavas, Nikolaos Giannakeas
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-03-01
Series:Information
Assuntos:
pancreas biopsy
pancreatitis
non-alcoholic fatty pancreas
digital image processing
image segmentation
deep learning
Acceso en liña:https://www.mdpi.com/2078-2489/13/4/160
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