Discovery of Novel COPD Subtypes Via Cluster Analysis of Clinical Features Extracted from Electronic Health Records

被引：0
|
作者：
Pikoula, M. [1 ]
Quint, J. K. [2 ]
Direk, K. [1 ]
Nissen, F. [3 ]
Gonzalez-Izquierdo, A. [1 ]
Hemingway, H. [1 ]
Smeeth, L. [3 ]
Denaxas, S. [1 ]
机构：
[1] UCL, Inst Hlth Informat, London, England
[2] Imperial Coll London, Natl Heart & Lung Inst, London, England
[3] London Sch Hyg & Trop Med, London, England
来源：
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE | 2018年 / 197卷
基金：
英国经济与社会研究理事会; 英国惠康基金; 英国医学研究理事会; 英国工程与自然科学研究理事会;
关键词：
D O I：
暂无
中图分类号：
R4 [临床医学];
学科分类号：
1002 ; 100602 ;
摘要：
A6170
引用
收藏
页数：2
相关论文
共 50 条
  • [1] Early Sepsis Prediction Using Ensemble Learning With Deep Features and Artificial Features Extracted From Clinical Electronic Health Records
    He, Zhengling
    Du, Lidong
    Zhang, Pengfei
    Zhao, Rongjian
    Chen, Xianxiang
    Fang, Zhen
    CRITICAL CARE MEDICINE, 2020, 48 (12) : E1337 - E1342
  • [2] Analysis of diagnoses extracted from electronic health records in a large mental health case register
    Kovalchuk, Yevgeniya
    Stewart, Robert
    Broadbent, Matthew
    Hubbard, Tim J. P.
    Dobson, Richard J. B.
    PLOS ONE, 2017, 12 (02):
  • [3] Physician assessment of disease activity in JIA subtypes. Analysis of data extracted from electronic medical records
    Miller, Michael L.
    Ruprecht, Jason
    Wang, Deli
    Zhou, Ying
    Lales, George
    McKenna, Sean
    Klein-Gitelman, Marisa
    PEDIATRIC RHEUMATOLOGY, 2011, 9
  • [4] Physician assessment of disease activity in JIA subtypes. Analysis of data extracted from electronic medical records
    Michael L Miller
    Jason Ruprecht
    Deli Wang
    Ying Zhou
    George Lales
    Sean McKenna
    Marisa Klein-Gitelman
    Pediatric Rheumatology, 9
  • [5] Postprediction Inference for Clinical Characteristics Extracted With Machine Learning on Electronic Health Records
    Sondhi, Arjun
    Rich, Alexander S.
    Wang, Siruo
    Leek, Jeffery T.
    JCO CLINICAL CANCER INFORMATICS, 2023, 7
  • [6] Postprediction Inference for Clinical Characteristics Extracted With Machine Learning on Electronic Health Records
    Sondhi, Arjun
    Rich, Alexander S.
    Wang, Siruo
    Leek, Jeffery T.
    JCO CLINICAL CANCER INFORMATICS, 2023, 7 : e2200174
  • [7] Towards evolutionary discovery of typical clinical pathways in electronic health records
    Funkner, Anastasia A.
    Yakovlev, Aleksey N.
    Kovalchuk, Sergey, V
    6TH INTERNATIONAL YOUNG SCIENTIST CONFERENCE ON COMPUTATIONAL SCIENCE, YSC 2017, 2017, 119 : 234 - 244
  • [8] A Novel Electronic Health Records Algorithm to Identify COPD Exacerbations in Real Time
    Rydberg, M. G.
    Dowdy, H. M.
    Patel, H.
    Dewalt, D.
    Drummond, M. B.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2023, 207
  • [9] Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack
    Zhang, Rui
    Zhang, Wei
    Liu, Ning
    Wang, Jianyong
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2021), PT III, 2021, 12683 : 429 - 444
  • [10] Classification of Subtypes of Vernal Keratoconjunctivitis by Cluster Analysis Based on Clinical Features
    Fujita, Hideaki
    Ueno, Tomohiro
    Suzuki, Shuji
    Harada, Kazuhiro
    Tsukahara-Kawamura, Tomoko
    Ozaki, Hiroaki
    Uchio, Eiichi
    CLINICAL OPHTHALMOLOGY, 2023, 17 : 3271 - 3279
12345