Applications of deep learning to neurodevelopment in pediatric imaging: achievements and challenges

• Main Authors: Hu, Mengjiao, Nardi, Cosimo, Zhang, Haihong, Ang, Kai Keng
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Pediatric; Magnetic Resonance Imaging
• Online Access: https://hdl.handle.net/10356/169518
• Institution: Nanyang Technological University

Deep learning has achieved remarkable progress, particularly in neuroimaging analysis. Deep learning applications have also been extended from adult to pediatric medical images, and thus, this paper aims to present a systematic review of this recent research. We first introduce the commonly used dee...