Deep learning-driven brain tumor classification and segmentation using non-contrast MRI - Lu, Nan-Han; Huang, Yung-Hui; Liu, Kuo-Ying; Chen, Tai-Been (Scientific reports, 2025)
Keywords: 692/4028; 692/700/1421/65; Accuracy; Adult; Aged; Artificial intelligence; Automation; Brain cancer; Brain MRI; Brain Neoplasms - classification; Brain Neoplasms - diagnostic imaging; Brain Neoplasms - pathology; Brain research; Brain tumors; Classification; Convolutional neural networks (CNNs); Datasets; Deep Learning; Efficiency; Female; Fully convolutional networks (FCNs); Glioma; Humanities and Social Sciences; Humans; Image processing; Image Processing, Computer-Assisted - methods; Innovations; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical imaging; Middle Aged; multidisciplinary; Neural networks; Neural Networks, Computer; Privacy; Science; Science (multidisciplinary); Segmentation; Tumor classification; Tumors; Deep learning; Fully convolutional networks (FCNs); Convolutional neural networks (CNNs); Brain MRI; Artificial intelligence; Tumor segmentation; Tumor classification