Utilizing Big Data in Cancer Care

被引:12
|
作者
Schlick, Cary Jo R. [1 ]
Castle, Joshua P. [2 ]
Bentrem, David J. [1 ]
机构
[1] Northwestern Univ, Dept Surg, 676 North St Clair St, Chicago, IL 60611 USA
[2] Northwestern Univ, Dept Educ, 676 North St Clair St, Chicago, IL 60611 USA
关键词
Big data; Oncologic outcomes; Electronic health records; Clinical databases; CLINICAL-RESEARCH; QUALITY; CHALLENGES; NSQIP;
D O I
10.1016/j.soc.2018.05.005
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Clinical research has boomed over the past decade, with the development of multiple clinical datasets that are available for retrospective review. However, data remain incomplete based on fragmented reporting, provider change, and loss of follow-up. New technologies are being developed to assist with this limitation by joining health care systems' medical records and tracking Medicare claims files. The future of health care will rely more heavily on these systems, and artificial intelligence to quickly pull relevant clinical and genomic data regarding particular diagnoses, as a means to personalize medicine. This article reviews current advances in the management of Big Data.
引用
收藏
页码:641 / +
页数:13
相关论文
共 50 条
  • [41] Utilizing Big Data in Healthcare, How to Maximize Its Value
    Jastania, Raid
    Nageeti, Tahani
    Al-Juhani, Hussam
    Basahel, Afnan
    Aljuraid, Roa'a
    Alanazi, Abdullah
    Aldosari, Hanan
    Aldosari, Bakheet
    [J]. HEALTH INFORMATICS VISION: FROM DATA VIA INFORMATION TO KNOWLEDGE, 2019, 262 : 356 - 359
  • [42] Utilizing big data to provide better health at lower cost
    Jones, Laney K.
    Pulk, Rebecca
    Gionfriddo, Michael R.
    Evans, Michael A.
    Parry, Dean
    [J]. AMERICAN JOURNAL OF HEALTH-SYSTEM PHARMACY, 2018, 75 (07) : 427 - 435
  • [43] Big Data Equals Big Challenges for Prostate Cancer
    Gomella, Leonard G.
    [J]. CANADIAN JOURNAL OF UROLOGY, 2016, 23 (04) : 8329 - 8329
  • [44] A Study on Big Data Collecting and Utilizing Smart Factory Based Grid Networking Big Data Using Apache Kafka
    Park, Sangil
    Huh, Jun-Ho
    [J]. IEEE ACCESS, 2023, 11 : 96131 - 96142
  • [45] Big Data, Machine Learning, and Artificial Intelligence to Advance Cancer Care: Opportunities and Challenges
    Charalambous, Andreas
    Dodlek, Nikolina
    [J]. SEMINARS IN ONCOLOGY NURSING, 2023, 39 (03)
  • [46] Measuring the Impact of Primary Care Team Composition on Patient Activation Utilizing Electronic Health Record Big Data Analytics
    Will, Kristen K.
    Liang, Yue
    Chi, Chih-Lin
    Lamb, Gerri
    Todd, Michael
    Delaney, Connie
    [J]. JOURNAL OF PATIENT-CENTERED RESEARCH AND REVIEWS, 2024, 11 (01)
  • [47] Unstructured Data Service Model Utilizing Context-Aware Big Data Analysis
    Kim, Yonghoon
    Chung, Mokdong
    [J]. ADVANCES IN COMPUTER SCIENCE AND UBIQUITOUS COMPUTING, 2017, 421 : 926 - 931
  • [48] Care coordination and its evaluation: From big data to big picture
    Vrijhoef, Hubertus J. M.
    [J]. INTERNATIONAL JOURNAL OF CARE COORDINATION, 2015, 18 (04) : 65 - 66
  • [49] Big Data for a Big Problem: Precision Medicine of Stroke in Neurocritical Care*
    Liebeskind, David S.
    [J]. CRITICAL CARE MEDICINE, 2018, 46 (07) : 1189 - 1191
  • [50] Big data and predictive analytics in neurocritical care
    Ayham Alkhachroum
    Julie Kromm
    Michael A. De Georgia
    [J]. Current Neurology and Neuroscience Reports, 2022, 22 : 19 - 32