Shallow 3D CNN for detecting acute brain hemorrhage from medical imaging sensors

• Main Authors: Singh, Satya P., Wang, Lipo, Gupta, Sukrit, Gulyás, Balázs, Padmanabhan, Parasuraman
• Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
• Format: Article
• Language: English
• Published: 2022
• Subjects: Science::Medicine; 3D Convolutional Neural Networks; Medical Image Sensors
• Online Access: https://hdl.handle.net/10356/159716
• Institution: Nanyang Technological University

Successive layers in convolutional neural networks (CNN) extract different features from input images. Applications of CNNs to detect abnormalities in the 2D images or 3D volumes of body organs have recently become popular. However, computer-aided detection of diseases using deep CNN is challenging...