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

• المؤلفون الرئيسيون: Hu, Mengjiao, Nardi, Cosimo, Zhang, Haihong, Ang, Kai Keng
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Pediatric; Magnetic Resonance Imaging
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169518
• المؤسسة: 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...