[NLU] Extracting Symptoms and their Status from Clinical Conversations

时间 2021-01-04

标签 dialogue symptom 繁體版

原文原文链接

总述：像是陈年玉米，又长又难嚼还没啥营养。大抵就是他收集了3K诊所问诊的录音，然后在每一段录音的基础上识别出问诊过程中涉及到了哪些症状，以及推断这些症状是否出现在病人身上。但是其实模型very simple，就是一个lstm+CRF做tag的任务QAQ，不过实验室做了挺多的，类似于transformer的encoder和lstm的encoder，还有加权和不加权的eval metric，以及

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1. Pompholyx - Causes, Symptoms and Treatment
2. Extracting and Analyzing 1000 Basketball Games using Pandas and Chartify
3. Neural Summarization by Extracting Sentences and Words
4. 500 Data Structures and Algorithms practice problems and their solutions
5. How to Decode Cisco Catalyst Switches from Their SKU?
6. Property list types and their various representations
7. Java environment variables and their functionality
8. Machine learning and Classifier from Wiki
9. 读Extracting Urban Patterns from Location-based Social Networks
10. Distributed Representations of Words and Phrases and their Compositionality

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