如何挖掘医疗数据?看这份KDD2021《异构医疗数据挖掘》教程,附Slides
来源:专知 本文为教程,建议阅读5分钟
我们将介绍最先进的深度学习方法及其实际应用,特别关注于探索不同类型医疗数据的独特特征。
Introduction to Electronic Healthcare Records Various types of EHR data Different applications and challenges Part I: Mining structured health data Phenotyping Disease detection/Risk prediction Treatment recommendation Part II: Mining unstructured health data Automated ICD coding /Disease classification Understandable medical language translation Medical report generation Clinical trial mining Conclusion and Future Outlook
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