在应用人工智能研发聚会上发表关于DPC编码的演讲
分析
文章讨论了在应用人工智能研发聚会上关于DPC/PDPS和临床编码的演讲。临床编码涉及将医疗记录转换为标准分类代码,在日本主要使用ICD-10用于疾病,医疗程序代码。这项任务的特点是类别数量多,类别分布不平衡(罕见疾病),并且很可能是一个多类别分类问题。
引用 / 来源
查看原文"Clinical Coding is the technology that converts information from medical records regarding a patient's condition, diagnosis, treatment, etc., into codes of some standard classification system. In Japan, for diseases, it is mostly converted to ICD-10 (International Classification of Diseases, 10th edition), and for procedures, it is converted to codes from the medical treatment behavior master. This task is characterized by a very large number of classes, a significant bias in class occurrence rates (rare diseases occur in about one in several hundred thousand people), and..."