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NLP之病历分析:从病历文本之中提取关键信息,便于后续分析处理。

License: Apache License 2.0

Java 100.00%

case-analysis's Introduction

case-analysis

NLP之病历分析:从病历文本之中提取关键信息,便于后续分析处理。

要求: 需求简单的概况就是从病历文本之中提取关键信息,命名实体识别,包括分词和词性标注

提取关键信息(关键词数量),命名实体识别(这个有准确度问题的,哪些实体,现在知道包括病症名称、药品名称,其他不晓得了),包括分词和词性标注(主流词性要求+病症名称词性和药品词性区分开来?)

六大类实体

病症名称词性和药品词性要区分的

1.从一端文本之中抽取结构化的数据,比如从一段病历文本之中提取疾病、症状、药品、手术,或者从一端文本之中提取地名、公司名称。 2.识别出这些信息的关系。

要求使用python语言实现,最好使用CRF(条件随机场)实现 。

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