• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

ICD - 9 - CM编码在识别术后深静脉血栓形成和肺栓塞方面的有效性。

The validity of ICD-9-CM codes in identifying postoperative deep vein thrombosis and pulmonary embolism.

作者信息

Zhan Chunliu, Battles James, Chiang Yen-Pin, Hunt David

机构信息

Agency for Healthcare Research and Quality, Department of Health and Human Services, Rockville, MD, USA.

出版信息

Jt Comm J Qual Patient Saf. 2007 Jun;33(6):326-31. doi: 10.1016/s1553-7250(07)33037-7.

DOI:10.1016/s1553-7250(07)33037-7
PMID:17566542
Abstract

BACKGROUND

Deep vein thrombosis and pulmonary embolism (DVT/PE) are common complications after surgery and are associated with substantial excess mortality and length of stay. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes recorded in hospital claims have been used to identify and study DVT/PE, but the validity of this method is not well studied.

METHODS

Identification of postoperative DVT/PE events were compared using ICD-9-CM codes and medical record abstraction in random samples of hospital discharges of Medicare beneficiaries in 2002-2004.

RESULTS

Among 20,868 eligible surgical hospitalizations, 232 DVT cases and 95 PE cases were identified by ICD-9-CM codes; 108 DVT cases and 31 PE cases by medical record abstraction; 72 DVT cases and 23 PE cases by both methods. The resulting estimates of PPV of ICD9-CM coding were 31% (72/232 cases) for DVT, 24% (23/95) for PE, and 29% (90/308) for DVT/PE combined. The resulting sensitivity estimates were 67% (72/108 cases) for DVT, 74% (23/31) for PE, and 68% (90/133) for DVT/PE combined.

DISCUSSION

ICD-9-CM codes in Medicare claims are sensitive but have limited predictive validity in identifying postoperative DVT/PE. Improvements in the validity are needed before the indicator can be used for safety performance assessment.

摘要

背景

深静脉血栓形成和肺栓塞(DVT/PE)是手术后常见的并发症,与显著的额外死亡率和住院时间延长相关。医院索赔记录中的国际疾病分类第九版临床修订本(ICD-9-CM)编码已被用于识别和研究DVT/PE,但这种方法的有效性尚未得到充分研究。

方法

在2002 - 2004年医疗保险受益人的医院出院随机样本中,使用ICD-9-CM编码和病历摘要比较术后DVT/PE事件的识别情况。

结果

在20,868例符合条件的外科住院病例中,通过ICD-9-CM编码识别出232例DVT病例和95例PE病例;通过病历摘要识别出108例DVT病例和31例PE病例;两种方法均识别出72例DVT病例和23例PE病例。ICD9-CM编码的阳性预测值估计结果为:DVT为31%(72/232例),PE为24%(23/95),DVT/PE合并为29%(90/308)。敏感性估计结果为:DVT为67%(72/108例),PE为74%(23/31),DVT/PE合并为68%(90/133)。

讨论

医疗保险索赔中的ICD-9-CM编码在识别术后DVT/PE方面具有敏感性,但预测有效性有限。在该指标可用于安全绩效评估之前,需要提高其有效性。

相似文献

1
The validity of ICD-9-CM codes in identifying postoperative deep vein thrombosis and pulmonary embolism.ICD - 9 - CM编码在识别术后深静脉血栓形成和肺栓塞方面的有效性。
Jt Comm J Qual Patient Saf. 2007 Jun;33(6):326-31. doi: 10.1016/s1553-7250(07)33037-7.
2
ICD-10 hospital discharge diagnosis codes were sensitive for identifying pulmonary embolism but not deep vein thrombosis.ICD-10 医院出院诊断代码对识别肺栓塞敏感,但对深静脉血栓不敏感。
J Clin Epidemiol. 2010 Jul;63(7):790-7. doi: 10.1016/j.jclinepi.2009.09.002. Epub 2009 Dec 2.
3
Determining the test characteristics of claims-based diagnostic codes for the diagnosis of venous thromboembolism in a medical service claims database.基于医疗服务索赔数据库中诊断代码对静脉血栓栓塞症进行诊断的测试特征的确定。
Pharmacoepidemiol Drug Saf. 2011 Mar;20(3):304-7. doi: 10.1002/pds.2061. Epub 2010 Dec 30.
4
The validity of ICD codes coupled with imaging procedure codes for identifying acute venous thromboembolism using administrative data.使用管理数据时,国际疾病分类(ICD)编码与影像检查程序编码相结合用于识别急性静脉血栓栓塞症的有效性。
Vasc Med. 2015 Aug;20(4):364-8. doi: 10.1177/1358863X15573839. Epub 2015 Apr 1.
5
Chart validation of inpatient International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) administrative diagnosis codes for venous thromboembolism (VTE) among intravenous immune globulin (IGIV) users in the Sentinel Distributed Database.哨兵分布式数据库中静脉注射免疫球蛋白(IGIV)使用者静脉血栓栓塞(VTE)住院患者国际疾病分类第九版临床修订本(ICD-9-CM)管理诊断代码的图表验证。
Medicine (Baltimore). 2018 Feb;97(8):e9960. doi: 10.1097/MD.0000000000009960.
6
A systematic review of validated methods for identifying venous thromboembolism using administrative and claims data.使用行政和索赔数据识别静脉血栓栓塞症的验证方法的系统评价。
Pharmacoepidemiol Drug Saf. 2012 Jan;21 Suppl 1:154-62. doi: 10.1002/pds.2341.
7
Hospital charges associated with "never events": comparison of anterior cervical discectomy and fusion, posterior lumbar interbody fusion, and lumbar laminectomy to total joint arthroplasty.与“绝不允许发生的事件”相关的医院收费:颈椎前路椎间盘切除融合术、腰椎后路椎间融合术、腰椎椎板切除术与全关节置换术的比较
J Neurosurg Spine. 2016 Aug;25(2):165-9. doi: 10.3171/2015.11.SPINE15776. Epub 2016 Mar 18.
8
Identifying venous thromboembolism and major bleeding in emergency room discharges using administrative data.利用行政数据识别急诊室出院患者中的静脉血栓栓塞症和大出血情况。
Thromb Res. 2015 Dec;136(6):1195-8. doi: 10.1016/j.thromres.2015.10.035. Epub 2015 Oct 29.
9
Improved coding of postoperative deep vein thrombosis and pulmonary embolism in administrative data (AHRQ Patient Safety Indicator 12) after introduction of new ICD-9-CM diagnosis codes.引入新的ICD-9-CM诊断编码后,行政数据中术后深静脉血栓形成和肺栓塞编码的改进(AHRQ患者安全指标12)
Med Care. 2015 May;53(5):e37-40. doi: 10.1097/MLR.0b013e318287d59e.
10
The case of Patient Safety Indicator 12 (PSI12): use of administrative data to estimate the incidence of "Postoperative Pulmonary Embolism or Deep Vein Thrombosis". A pilot study in a General Hospital.患者安全指标12(PSI12)案例:利用行政数据估算“术后肺栓塞或深静脉血栓形成”的发生率。一家综合医院的试点研究。
Clin Ter. 2019 Jan-Feb;170(1):e27-e35. doi: 10.7417/CT.2019.2104.

引用本文的文献

1
Using a transformer language model to curate a pulmonary embolism dataset from the Medical Information Mart for Intensive Care IV: MIMIC-IV-Ext-PE.使用变压器语言模型从重症监护医学信息库IV:MIMIC-IV-Ext-PE中筛选出肺栓塞数据集。
Res Pract Thromb Haemost. 2025 May 21;9(4):102896. doi: 10.1016/j.rpth.2025.102896. eCollection 2025 May.
2
Methodological Techniques to Estimate the Sensitivity of the Agency for Healthcare Research and Quality Patient Safety Indicators.评估医疗保健研究与质量局患者安全指标敏感性的方法学技术
Perm J. 2025 Jun 16;29(2):54-63. doi: 10.7812/TPP/24.180. Epub 2025 May 7.
3
Development and evaluation of a national administrative code-based system for estimation of hospital-acquired venous thromboembolism in Ireland.
爱尔兰基于国家行政代码系统的医院获得性静脉血栓栓塞症评估体系的开发与评估
BMJ Open. 2025 Feb 20;15(2):e084951. doi: 10.1136/bmjopen-2024-084951.
4
Artificial intelligence in thrombosis: transformative potential and emerging challenges.人工智能在血栓形成中的应用:变革潜力与新出现的挑战。
Thromb J. 2025 Jan 16;23(1):2. doi: 10.1186/s12959-025-00690-3.
5
Machine learning natural language processing for identifying venous thromboembolism: systematic review and meta-analysis.机器学习自然语言处理在识别静脉血栓栓塞症中的应用:系统评价和荟萃分析。
Blood Adv. 2024 Jun 25;8(12):2991-3000. doi: 10.1182/bloodadvances.2023012200.
6
Exploring the Applicability of Using Natural Language Processing to Support Nationwide Venous Thromboembolism Surveillance: Model Evaluation Study.探索使用自然语言处理支持全国静脉血栓栓塞监测的适用性:模型评估研究
JMIR Bioinform Biotechnol. 2022 May 8;3(1):e36877. doi: 10.2196/36877.
7
Weakly Semi-supervised phenotyping using Electronic Health records.基于电子健康记录的弱监督表型研究
J Biomed Inform. 2022 Oct;134:104175. doi: 10.1016/j.jbi.2022.104175. Epub 2022 Sep 5.
8
Validation of Postsurgical Venous Thromboembolism Diagnoses of Patients Undergoing Lower Limb Orthopedic Surgery in the Danish National Patient Registry.丹麦国家患者登记处下肢骨科手术患者术后静脉血栓栓塞诊断的验证
Clin Epidemiol. 2022 Feb 17;14:191-199. doi: 10.2147/CLEP.S345293. eCollection 2022.
9
Assessment of the Accuracy of Identification of Selected Disabilities and Conditions in Hospital Discharge Data for Pregnant Women.评估医院出院数据中孕妇特定残疾和疾病的识别准确性。
Epidemiology. 2020 Sep;31(5):687-691. doi: 10.1097/EDE.0000000000001185.
10
High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.高通量多模态自动化表型分析 (MAP) 在 pheWAS 中的应用。
J Am Med Inform Assoc. 2019 Nov 1;26(11):1255-1262. doi: 10.1093/jamia/ocz066.