Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks

Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks

Abstract Glioblastoma (GBM) is a stage 4 malignant tumor in which a large portion of tumor cells are reproducing and dividing at any moment. These tumors are life threatening and may result in partial or complete mental and physical disability. In this study, we have proposed a classification model...

Full description

Bibliographic Details
Main Authors: Annapareddy V. N. Reddy, Ch. Phani Krishna, Pradeep Kumar Mallick, Sandeep Kumar Satapathy, Prayag Tiwari, Mikhail Zymbler, Sachin Kumar
Format: Article
Language:English
Published: SpringerOpen 2020-06-01
Series:Journal of Big Data
Subjects:
Discrete wavelet transform
Deep belief network
Glioblastoma tumor
Magnetic resonance imaging
Online Access:http://link.springer.com/article/10.1186/s40537-020-00311-y

Internet

http://link.springer.com/article/10.1186/s40537-020-00311-y

Similar Items