中国的大数据与医学研究。
Big data and medical research in China.
作者信息
Zhang Luxia, Wang Haibo, Li Quanzheng, Zhao Ming-Hui, Zhan Qi-Min
机构信息
Renal Division, Department of Medicine, Peking University First Hospital, Peking University Institute of Nephrology, Beijing, China
Peking University, Center for Data Science in Health and Medicine, Beijing, China.
出版信息
BMJ. 2018 Feb 5;360:j5910. doi: 10.1136/bmj.j5910.
Abstract
discuss the development of big data in Chinese healthcare and the opportunities for its use in medical research
摘要
讨论大数据在中国医疗保健领域的发展及其在医学研究中的应用机会
相似文献
1
Big data and medical research in China.中国的大数据与医学研究。
BMJ. 2018 Feb 5;360:j5910. doi: 10.1136/bmj.j5910.
2
Big data in biomedicine: 4 big questions.生物医学中的大数据：4个重大问题。
Nature. 2015 Nov 5;527(7576):S19. doi: 10.1038/527S19a.
3
The NIH Big Data to Knowledge (BD2K) initiative.美国国立卫生研究院大数据到知识（BD2K）计划。
J Am Med Inform Assoc. 2015 Nov;22(6):1114. doi: 10.1093/jamia/ocv136.
4
Big data in health: a new era for research and patient care.健康领域的大数据：研究与患者护理的新时代。
Health Aff (Millwood). 2014 Jul;33(7):1110. doi: 10.1377/hlthaff.2014.0689.
5
More than Manuscripts: Reproducibility, Rigor, and Research Productivity in the Big Data Era.超越手稿：大数据时代的可重复性、严谨性与研究生产力
Toxicol Sci. 2016 Feb;149(2):275-6. doi: 10.1093/toxsci/kfv330.
6
PBRNS discuss utilizing big data for research and within a learning health system.儿科研究网络研讨会讨论了在研究以及学习型健康系统中利用大数据的问题。
Ann Fam Med. 2015 Mar;13(2):185. doi: 10.1370/afm.1774.
7
Biobanking with Big Data: A Need for Developing "Big Data Metrics".生物样本库与大数据：发展“大数据指标”的必要性。
Biopreserv Biobank. 2016 Oct;14(5):450-451. doi: 10.1089/bio.2015.0106. Epub 2016 Jun 1.
8
Data: Big and Small.数据：大与小。
J Contin Educ Nurs. 2017 Feb 1;48(2):60-61. doi: 10.3928/00220124-20170119-04.
9
Have the principles of experimental medicine become obsolete in the era of big data?在大数据时代，实验医学的原则是否已经过时？
Kidney Int. 2017 Sep;92(3):556-557. doi: 10.1016/j.kint.2017.04.016. Epub 2017 Jul 8.
10
Research Using "Big Data" in Orthopaedic Trauma: A Dynasty of Databases or Finite Research Resource?骨科创伤领域中使用“大数据”的研究：数据库的王朝还是有限的研究资源？
J Orthop Trauma. 2016 May;30(5):225-7. doi: 10.1097/BOT.0000000000000541.
引用本文的文献
1
Evolutionary game analysis of healthcare data governance in China's experimental data trading pilots.中国实验性数据交易试点中医疗数据治理的演化博弈分析
NPJ Digit Med. 2025 Sep 1;8(1):562. doi: 10.1038/s41746-025-01950-2.
2
A roadmap for personalized medicine: the findings of the IC2PerMed project.个性化医疗路线图：IC2PerMed项目的研究成果
Front Med (Lausanne). 2025 Jul 30;12:1572921. doi: 10.3389/fmed.2025.1572921. eCollection 2025.
3
Video platforms and sexual healthcare in China: assessment of content on premature ejaculation.中国的视频平台与性健康护理：早泄内容评估
Transl Androl Urol. 2025 Mar 30;14(3):729-739. doi: 10.21037/tau-2025-104. Epub 2025 Mar 26.
4
Generalizability of clinical prediction models in mental health.心理健康临床预测模型的可推广性。
Mol Psychiatry. 2025 Mar 19. doi: 10.1038/s41380-025-02950-0.
5
Leveraging healthcare professionals' insights to enhance data quality in medical big data platforms: A qualitative study.利用医疗保健专业人员的见解提高医学大数据平台的数据质量：一项定性研究。
Digit Health. 2025 Mar 17;11:20552076251326697. doi: 10.1177/20552076251326697. eCollection 2025 Jan-Dec.
6
Exploring data security risks associated with trauma medical data within hospitals in China: a qualitative study.探索中国医院创伤医学数据相关的数据安全风险：一项定性研究。
BMJ Open. 2025 Feb 22;15(2):e085221. doi: 10.1136/bmjopen-2024-085221.
7
The impacts on population health by China's regional health data centers and the potential mechanism of influence.中国区域卫生数据中心对人群健康的影响及潜在影响机制。
Digit Health. 2025 Jan 17;11:20552076251314102. doi: 10.1177/20552076251314102. eCollection 2025 Jan-Dec.
8
Medical Information Protection in Internet Hospital Apps in China: Scale Development and Content Analysis.中国互联网医院应用中的医疗信息保护：量表编制与内容分析。
JMIR Mhealth Uhealth. 2024 Jun 21;12:e55061. doi: 10.2196/55061.
9
[Respiratory Disease in the Era of Big Data].[大数据时代的呼吸系统疾病]
Open Respir Arch. 2020 Oct-Dec;2(4):284-288. doi: 10.1016/j.opresp.2020.07.003. Epub 2020 Sep 10.
10
A medical big data access control model based on smart contracts and risk in the blockchain environment.基于区块链环境中智能合约和风险的医疗大数据访问控制模型。
Front Public Health. 2024 Mar 28;12:1358184. doi: 10.3389/fpubh.2024.1358184. eCollection 2024.
本文引用的文献
1
Perceived challenges to achieving universal health coverage: a cross-sectional survey of social health insurance managers/administrators in China.实现全民健康覆盖面临的感知挑战：对中国社会医疗保险管理人员/行政人员的横断面调查。
BMJ Open. 2017 Jun 2;7(5):e014425. doi: 10.1136/bmjopen-2016-014425.
2
China Kidney Disease Network (CK-NET) 2014 Annual Data Report.中国肾脏病网络（CK-NET）2014年度数据报告。
Am J Kidney Dis. 2017 Jun;69(6S2):A4. doi: 10.1053/j.ajkd.2016.06.011.
3
Challenges and Opportunities of Big Data in Health Care: A Systematic Review.医疗保健领域大数据的挑战与机遇：一项系统综述。
JMIR Med Inform. 2016 Nov 21;4(4):e38. doi: 10.2196/medinform.5359.
4
Predicting the Future - Big Data, Machine Learning, and Clinical Medicine.预测未来——大数据、机器学习与临床医学。
N Engl J Med. 2016 Sep 29;375(13):1216-9. doi: 10.1056/NEJMp1606181.
5
Trends in Chronic Kidney Disease in China.中国慢性肾脏病的发展趋势
N Engl J Med. 2016 Sep 1;375(9):905-6. doi: 10.1056/NEJMc1602469.
6
Making sense of big data in health research: Towards an EU action plan.理解健康研究中的大数据：迈向欧盟行动计划。
Genome Med. 2016 Jun 23;8(1):71. doi: 10.1186/s13073-016-0323-y.
7
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records.深度患者：一种从电子健康记录中预测患者未来的无监督表示。
Sci Rep. 2016 May 17;6:26094. doi: 10.1038/srep26094.
8
Big data analytics to improve cardiovascular care: promise and challenges.大数据分析改善心血管护理：前景与挑战。
Nat Rev Cardiol. 2016 Jun;13(6):350-9. doi: 10.1038/nrcardio.2016.42. Epub 2016 Mar 24.
9
The application of Big Data in medicine: current implications and future directions.大数据在医学中的应用：当前影响与未来方向。
J Interv Card Electrophysiol. 2016 Oct;47(1):51-59. doi: 10.1007/s10840-016-0104-y. Epub 2016 Jan 27.
10
Cause-specific mortality for 240 causes in China during 1990-2013: a systematic subnational analysis for the Global Burden of Disease Study 2013.1990-2013 年中国 240 种疾病的特定病因死亡率：2013 年全球疾病负担研究的国家间系统分析。
Lancet. 2016 Jan 16;387(10015):251-72. doi: 10.1016/S0140-6736(15)00551-6. Epub 2015 Oct 26.
Zotero 插件