Web-Based Newborn Screening System for Metabolic Diseases: Machine Learning Versus Clinicians

• Main Authors: Chen, Wei-Hsin (Author), Hsieh, Sheau-Ling (Author), Hsu, Kai-Ping (Author), Chen, Han-Ping (Author), Su, Xing-Yu (Author), Tseng, Yi-Ju (Author), Chien, Yin-Hsiu (Author), Hwu, Wuh-Liang (Author), Lai, Feipei (Author)
• Format: Book
• Published: JMIR Publications, 2013-05-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundA hospital information system (HIS) that integrates screening data and interpretation of the data is routinely requested by hospitals and parents. However, the accuracy of disease classification may be low because of the disease characteristics and the analytes used for classification. Obj...