An Ensemble Classification Method for Brain Tumor Images Using Small Training Data

An Ensemble Classification Method for Brain Tumor Images Using Small Training Data

Computer-aided diagnosis (CAD) systems have been used to assist doctors (radiologists) in diagnosing many types of diseases, such as thyroid, brain, breast, and lung cancers. Previous studies have successfully built CAD systems using large, annotated datasets to train their models. The use of a larg...

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Bibliographic Details
Main Authors: Dat Tien Nguyen, Se Hyun Nam, Ganbayar Batchuluun, Muhammad Owais, Kang Ryoung Park
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
artificial intelligence
computer-aided diagnosis systems
small training data
classification of brain tumor image
few-shot learning
ensemble model
Online Access:https://www.mdpi.com/2227-7390/10/23/4566

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https://www.mdpi.com/2227-7390/10/23/4566

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