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

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...

Full description

Bibliographic Details
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
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Information
Subjects:
pancreas biopsy
pancreatitis
non-alcoholic fatty pancreas
digital image processing
image segmentation
deep learning
Online Access:https://www.mdpi.com/2078-2489/13/4/160

Internet

https://www.mdpi.com/2078-2489/13/4/160

Similar Items