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<!DOCTYPE html><html lang="zh-CN"><head><meta name="generator" content="Hexo 3.8.0"><meta http-equiv="content-type" content="text/html; charset=utf-8"><meta content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0" name="viewport"><meta content="yes" name="apple-mobile-web-app-capable"><meta content="black-translucent" name="apple-mobile-web-app-status-bar-style"><meta content="telephone=no" name="format-detection"><meta name="description"><title>YRen's Blog | 当你凝视深渊的时候，深渊也在凝视着你。</title><link rel="stylesheet" type="text/css" href="/css/style.css?v=1.0.0"><link rel="stylesheet" type="text/css" href="//lib.baomitu.com/normalize/latest/normalize.min.css"><link rel="stylesheet" type="text/css" href="//lib.baomitu.com/pure/latest/pure-min.min.css"><link rel="stylesheet" type="text/css" href="//lib.baomitu.com/pure/latest/grids-responsive-min.min.css"><link rel="stylesheet" href="//lib.baomitu.com/font-awesome/4.7.0/css/font-awesome.min.css"><script type="text/javascript" src="//lib.baomitu.com/jquery/latest/jquery.min.js"></script><link rel="icon" mask="" sizes="any" href="/favicon.ico"><link rel="Shortcut Icon" type="image/x-icon" href="/favicon.ico"><link rel="apple-touch-icon" href="/apple-touch-icon.png"><link rel="apple-touch-icon-precomposed" href="/apple-touch-icon.png"><script type="text/javascript" src="//lib.baomitu.com/clipboard.js/latest/clipboard.min.js"></script><script type="text/javascript" src="//lib.baomitu.com/toastr.js/latest/toastr.min.js"></script><link rel="stylesheet" href="//lib.baomitu.com/toastr.js/latest/toastr.min.css"></head><body><div class="body_container"><div id="header"><div class="site-name"><h1 class="hidden">YRen's Blog</h1><a id="logo" href="/.">YRen's Blog</a><p class="description">当你凝视深渊的时候，深渊也在凝视着你。</p></div><div id="nav-menu"><a class="current" href="/."><i class="fa fa-home"> 主页</i></a><a href="/archives/"><i class="fa fa-archive"> 归档</i></a><a href="/tags/"><i class="fa fa-tags"> 标签</i></a><a href="/about"><i class="fa fa-user"> 关于</i></a></div></div><div class="pure-g" id="layout"><div class="pure-u-1 pure-u-md-3-4"><div class="content_container"><div class="post"><h1 class="post-title"><a href="/2024/03/19/patient-representation/">Patient Representation</a></h1><div class="post-meta">2024-03-19</div><div class="post-content">Deep representation learning of patient data from Electronic Health Records (EHR): A systematic reviewAbstract
Patient representation learning refers to learning a dense mathematic...</div><p class="readmore"><a href="/2024/03/19/patient-representation/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/10/26/llm4clinical/">NLP models for clinical</a></h1><div class="post-meta">2023-10-26</div><div class="post-content">Transformer architectures
Text:
BioBERT[1]: a domain-specific language representation model pre-trained on large-scale biomedical corpora.
PubMedBERT[2]: biomedical literature from...</div><p class="readmore"><a href="/2023/10/26/llm4clinical/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/08/02/latex/">Latex</a></h1><div class="post-meta">2023-08-02</div><div class="post-content">记录一些关于Latex的语法。
符号
表格主要是multirow和multicolumn的使用。
multirow需要引入相关包：\usepackage{multirow}
格式：行： \multirow{NUMBER_OF_ROWS}{WIDTH}{CONTENT}列：\multicolumn{NUMBER_OF_COLUMNS}{ALIGNMENT...</div><p class="readmore"><a href="/2023/08/02/latex/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/04/06/emergency-ML/">ML for Emergency</a></h1><div class="post-meta">2023-04-06</div><div class="post-content">综述Critical Care
Kang D-Y, Cho K-J, Kwon O, et al. Artificial intelligence algorithm to predict the need for critical care in prehospital emergency medical services. Scandinavian jo...</div><p class="readmore"><a href="/2023/04/06/emergency-ML/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/03/22/acute/">急危重症预测</a></h1><div class="post-meta">2023-03-22</div><div class="post-content">急诊预检分诊专家共识[1]相关概念
急诊预检分诊：对急诊患者快速评估，根据急危重程度进行优先顺序的分级与分流。
分级标准：客观指标，人工评级指标，设定相应时限和分级预警标识。
响应时限：最长等候时间
候诊时间：实际等候就诊时间
原则
急危重症优先就诊：抓住威胁患者生命的主要矛盾，分清轻重缓急，遵循从重到轻、从病情迅速变化到相对稳定的就诊原则。
准确快速分级...</div><p class="readmore"><a href="/2023/03/22/acute/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/03/09/heterogeneousHealthcare/">Advances in Mining Heterogeneous Healthcare Data</a></h1><div class="post-meta">2023-03-09</div><div class="post-content">KDD’21 tutorial
EHR数据：
结构化:
人口统计资料（demographics)：年龄、性别、经济状况、保险类型、语言、种族、居住条件、家庭结构、地理位置、工作
用药（medications）：医药处方、非处方药、毒品、酒精
代码：NDC, RxNorm
实验室结果（laboratory results）：血液、尿液、粪便、唾液、脊髓液...</div><p class="readmore"><a href="/2023/03/09/heterogeneousHealthcare/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/02/28/association/">Association mining</a></h1><div class="post-meta">2023-02-28</div><div class="post-content">数据挖掘数据挖掘(data mining)又译为资料探勘、数据采矿，是指从大量的、不完全的、有噪声的、模糊的、随机的数据中提取隐含在其中的、人们事先不知道的但又潜在有用的信息和知识的过程。
</div><p class="readmore"><a href="/2023/02/28/association/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/02/17/transRL/">迁移强化学习</a></h1><div class="post-meta">2023-02-17</div><div class="post-content">参考文献：迁移强化学习, 迁移学习在强化学习中的应用及进展
相同状态动作空间下的迁移(the same state(observation)-action transfer)
迁移内容：
具体知识(specific knowledge):
策略(policy)：
直接更新(reuse for update):直接使用知识对策略或者值函数进行更新，如策略蒸馏...</div><p class="readmore"><a href="/2023/02/17/transRL/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/02/16/mimic/">MIMIC 数据集</a></h1><div class="post-meta">2023-02-16</div><div class="post-content">参考资料：MIMIC文档，MIMIC数据集，MIMIC-III数据集介绍
MIMIC-III
患者人口统计学信息与院内周转信息
PATIENTS: 患者信息
SUBJECT_ID, GENDER
DOB, DOD, DOD_HOSP, DOD_SSN
ADMISSIONS:患者入院信息
SUBJECT_ID, HADM_ID: patients id,...</div><p class="readmore"><a href="/2023/02/16/mimic/">阅读全文</a></p></div><div class="post"><h1 class="post-title"><a href="/2023/02/03/emergency/">医疗保障急救技术</a></h1><div class="post-meta">2023-02-03</div><div class="post-content">参考：大型活动医疗保障急救技术指导手册
中国急救（China Emergency Medical Services）降低突发疾病和创伤等意外伤害的早期死亡率，提高救治成功率，降低后期伤残率的关键在于早期救治的规范性、及时性。
医疗卫生保障工作的目标与内容
工作目标：
保障大型活动顺利进行
维护参与者的身体健康，避免或减少活动期间的人员伤亡
帮助大型活动组...</div><p class="readmore"><a href="/2023/02/03/emergency/">阅读全文</a></p></div><nav class="page-navigator"><span class="page-number current">1</span><a class="page-number" href="/page/2/">2</a><a class="page-number" href="/page/3/">3</a><span class="space">…</span><a class="page-number" href="/page/5/">5</a><a class="extend next" rel="next" href="/page/2/">下一页</a></nav><script type="text/x-mathjax-config">MathJax.Hub.Config({
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href="/categories/Pytorch/">Pytorch</a></li><li class="category-list-item"><a class="category-list-link" href="/categories/Tensorflow/">Tensorflow</a></li></ul></div><div class="widget"><div class="widget-title"><i class="fa fa-star-o"> 标签</i></div><div class="tagcloud"><a href="/tags/Matplotlib/" style="font-size: 15px;">Matplotlib</a> <a href="/tags/Machine-Learning/" style="font-size: 15px;">Machine Learning</a> <a href="/tags/Anaconda/" style="font-size: 15px;">Anaconda</a> <a href="/tags/tmux/" style="font-size: 15px;">tmux</a> <a href="/tags/Theano/" style="font-size: 15px;">Theano</a> <a href="/tags/Medicine/" style="font-size: 15px;">Medicine</a> <a href="/tags/hexo/" style="font-size: 15px;">hexo</a> <a href="/tags/Jupyter/" style="font-size: 15px;">Jupyter</a> <a href="/tags/Python/" style="font-size: 15px;">Python</a> <a href="/tags/BERT/" style="font-size: 15px;">BERT</a> <a href="/tags/Latex/" style="font-size: 15px;">Latex</a> <a href="/tags/Data-Structure/" style="font-size: 15px;">Data Structure</a> <a href="/tags/Pandas/" style="font-size: 15px;">Pandas</a> <a href="/tags/Pytorch/" style="font-size: 15px;">Pytorch</a> <a href="/tags/sklearn/" style="font-size: 15px;">sklearn</a> <a href="/tags/quality/" style="font-size: 15px;">quality</a> <a href="/tags/Tensorflow/" style="font-size: 15px;">Tensorflow</a> <a href="/tags/Daily/" style="font-size: 15px;">Daily</a> <a href="/tags/Keras/" style="font-size: 15px;">Keras</a></div></div><div class="widget"><div class="widget-title"><i class="fa fa-file-o"> 最近文章</i></div><ul class="post-list"><li class="post-list-item"><a class="post-list-link" href="/2024/03/19/patient-representation/">Patient Representation</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/10/26/llm4clinical/">NLP models for clinical</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/08/02/latex/">Latex</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/04/06/emergency-ML/">ML for Emergency</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/03/22/acute/">急危重症预测</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/03/09/heterogeneousHealthcare/">Advances in Mining Heterogeneous Healthcare Data</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/02/28/association/">Association mining</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/02/17/transRL/">迁移强化学习</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/02/16/mimic/">MIMIC 数据集</a></li><li class="post-list-item"><a class="post-list-link" href="/2023/02/03/emergency/">医疗保障急救技术</a></li></ul></div></div></div><div class="pure-u-1 pure-u-md-3-4"><div id="footer">Copyright © 2024 <a href="/." rel="nofollow">YRen's Blog.</a> Powered by<a rel="nofollow" target="_blank" href="https://hexo.io"> Hexo.</a><a rel="nofollow" target="_blank" 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