A Hybrid Attention-Based Residual Unet for Semantic Segmentation of Brain Tumor
Wajiha Rahim Khan, Tahir Mustafa Madni, Uzair Iqbal Janjua, Umer Javed, Muhammad Attique Khan, Majed Alhaisoni, Usman Tariq, Jaehyuk Cha
2023Computers, materials & continua/Computers, materials & continua (Print)35 citationsDOIOpen Access PDF
Abstract
Segmenting brain tumors in Magnetic Resonance Imaging (MRI) volumes is challenging due to their diffuse and irregular shapes. Recently, 2D and 3D deep neural networks have become famous for medical image segmentation because ... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
SegmentationComputer scienceResidualArtificial intelligenceDeep learningPattern recognition (psychology)Feature (linguistics)Image segmentationMachine learningAlgorithmPhilosophyLinguisticsBrain Tumor Detection and ClassificationAdvanced Neural Network ApplicationsRadiomics and Machine Learning in Medical Imaging