ResMHA-Net: Enhancing Glioma Segmentation and Survival Prediction Using a Novel Deep Learning Framework
Novsheena Rasool, Javaid Iqbal Bhat, Najib Ben Aoun, Abdullah Alharthi, Niyaz Ahmad Wani, Vikram Chopra, Muhammad Shahid Anwar
2024Computers, materials & continua/Computers, materials & continua (Print)13 citationsDOIOpen Access PDF
Abstract
Gliomas are aggressive brain tumors known for their heterogeneity, unclear borders, and diverse locations on Magnetic Resonance Imaging (MRI) scans. These factors present significant challenges for MRI-based segmentation, a c... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
SegmentationArtificial intelligenceGliomaDeep learningComputer scienceMachine learningPattern recognition (psychology)MedicineCancer researchBrain Tumor Detection and ClassificationRadiomics and Machine Learning in Medical ImagingAdvanced Neural Network Applications