Dilated SE-DenseNet for brain tumor MRI classification

Abstract In the field of medical imaging, particularly MRI-based brain tumor classification, we propose an advanced convolutional neural network (CNN) leveraging the DenseNet-121 architecture, enhanced with dilated convolutional layers and Squeeze-and-Excitation (SE) networks’ attention mechanisms....

Full description

Saved in:
Bibliographic Details
Main Authors: Yuannong Mao, Jiwook Kim, Lena Podina, Mohammad Kohandel
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-86752-y
Tags: Add Tag
No Tags, Be the first to tag this record!