Hayaru Shouno

Analysis of function of rectified linear unit used in deep learning

Kazuyuki Hara, Daisuke Saito, Hayaru Shouno · 2015 · 397 citations

Convolutional Neural Network, Engineering, Machine Learning +17

MAGRes-UNet: Improved Medical Image Segmentation Through a Deep Learning Paradigm of Multi-Attention Gated Residual U-Net

Tahir Hussain, Hayaru Shouno · IEEE Access · 2024 · 70 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Precise Segmentation +18

DCSSGA-UNet: Biomedical image segmentation with DenseNet channel spatial and Semantic Guidance Attention

Tahir Hussain, Hayaru Shouno, Mazin Abed Mohammed et al. · Knowledge-Based Systems · 2025 · 64 citations

Convolutional Neural Network, Engineering, Densenet Channel Spatial +16

EFFResNet-ViT: A Fusion-Based Convolutional and Vision Transformer Model for Explainable Medical Image Classification

Tahir Hussain, Hayaru Shouno, Dostdar Hussain et al. · IEEE Access · 2025 · 60 citations · Full text

Explainable Deep Learning Approach for Multi-Class Brain Magnetic Resonance Imaging Tumor Classification and Localization Using Gradient-Weighted Class Activation Mapping

Tahir Hussain, Hayaru Shouno · Information · 2023 · 47 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17