The Effectiveness of Transfer Learning in Electronic Health Records Data
نویسندگان
چکیده
The application of machine learning to clinical data from Electronic Health Records is limited by the scarcity of meaningful labels. Here we present initial results on the application of transfer learning to this problem. We explore the transfer of knowledge from source tasks in which training labels are plentiful but of limited clinical value to more meaningful target tasks that have few labels.
منابع مشابه
مهمترین سیستمهای پرونده الکترونیکی در صنعت بهداشت و درمان
Introduction: for developing the efficiency and effectiveness of the health 0services, the paper files, because of their numerous limitations, have to be displaced with the electronic records which have many advantages. This research was done for introducing the efficiency and effectiveness of the most advanced electronic records available in the industrial health during the years 1381-1382. ...
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