May 27, 2019 · In this paper, we developed a novel hybrid approach which integrates the rules and bidirectional long short-term memory with a conditional ...
In this study, we developed a novel hybrid approach which integrates the rules and bidirectional Long Short-Term Memory with a conditional random field layer ( ...
A novel hybrid approach which integrates the rules and bidirectional long short-term memory with a conditional random field layer (BiLSTM-CRF) model to ...
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Jun 11, 2019 · ABSTRACT Narrative reports in medical records contain abundant clinical information that may be converted into structured data for managing ...
A NLP system was developed for clinical information extraction and HCC staging based on EMRs, and the results indicate that Chinese NLP has potential ...
Apr 23, 2021 · A hybrid method to extract clinical information from Chinese electronic medical records. IEEE Access 7 (2019), 70624–70633.Google Scholar ...
Aug 30, 2016 · Our objective is to introduce a novel solution, known as a double-reading/entry system (DRESS), for extracting clinical data from unstructured ...
Clinically useful information can be extracted from Chinese electronic medical records (EMRs), and thus it was used for clinical assessment, e.g., cancer ...
In this paper, we developed a novel hybrid approach which integrates the rules and bidirectional long short-term memory with a conditional random field layer ( ...
Jun 27, 2022 · We constructed a small corpus of Chinese EMRs relation extraction based on the EMR datasets released at the China Conference on Knowledge Graph ...