The significance of machine learning in neonatal screening for inherited metabolic diseases

• Main Authors: Xiangchun Yang (Author), Shuxia Ding (Author), Jianping Zhang (Author), Zhuojie Hu (Author), Danyan Zhuang (Author), Fei Wang (Author), Shanshan Wu (Author), Changshui Chen (Author), Haibo Li (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundNeonatal screening for inherited metabolic diseases (IMDs) has been revolutionized by tandem mass spectrometry (MS/MS). This study aimed to enhance neonatal screening for IMDs using machine learning (ML) techniques.MethodsThe study involved the analysis of a comprehensive dataset comprisin...