Automated Brain Tumor Identification in Biomedical Radiology Images: A Multi-Model Ensemble Deep Learning Approach

Automated Brain Tumor Identification in Biomedical Radiology Images: A Multi-Model Ensemble Deep Learning Approach

Brain tumors (BT) represent a severe and potentially life-threatening cancer. Failing to promptly diagnose these tumors can significantly shorten a person’s life. Therefore, early and accurate detection of brain tumors is essential, allowing for appropriate treatment and improving the chances of a p...

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Bibliographic Details
Main Authors: Sarfaraz Natha, Umme Laila, Ibrahim Ahmed Gashim, Khalid Mahboob, Muhammad Noman Saeed, Khaled Mohammed Noaman
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
brain tumor 1
MRI 2
CNN
AlexNet
ensemble model
transfer learning
Online Access:https://www.mdpi.com/2076-3417/14/5/2210

Internet

https://www.mdpi.com/2076-3417/14/5/2210

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