2 papers
cs.CL2020
Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition
Tingting Cai, Yangming Zhou, Hong Zheng
Clinical Named Entity Recognition (CNER) aims to automatically identity clinical terminologies in Electronic Health Records (EHRs), which is a fundamental and crucial step for clin…
cs.CL2019
NE-LP: Normalized Entropy and Loss Prediction based Sampling for Active Learning in Chinese Word Segmentation on EHRs
Tingting Cai, Zhiyuan Ma, Hong Zheng +1
Electronic Health Records (EHRs) in hospital information systems contain patients' diagnosis and treatments, so EHRs are essential to clinical data mining. Of all the tasks in the…