Predictive Data Analytics for Breast Cancer Prognosis

被引:0
|
作者
Chauhan, Ritu [1 ]
Kumar, Neeraj [1 ]
机构
[1] Amity Inst Biotechnol, AUUP Sec 125, Noida, India
关键词
Predictive data analytics; Data mining; Breast cancer; Spectral analysis; QUALITY;
D O I
10.1007/978-981-15-1081-6_21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The leading healthcare explosion in datasets has created furious interest among the researchers and scientists to determine automated technology for clinical future implications. Hence, data mining in the past decade has resolved and discovered hidden information and knowledge from large-scale databases. Data mining tends to be widely anticipated technology which is utilized in varied application domain for retrieval of patterns for future decision-making. In the past several research studies are based on the prevalence and prognosis of breast cancer in females, but our proposed discuss the interception of disease for both the genders. Hence, we integrate the cancer data with predictive data analytics to determine the incidence and mortality rate of breast cancer both in males and females from the year 1990 to 2014.
引用
收藏
页码:253 / 262
页数:10
相关论文
共 50 条
  • [21] Missing Data Problem in Predictive Analytics
    Nugroho, Heru
    Surendro, Kridanto
    2019 8TH INTERNATIONAL CONFERENCE ON SOFTWARE AND COMPUTER APPLICATIONS (ICSCA 2019), 2019, : 95 - 100
  • [22] Predictive gene lists for breast cancer prognosis: A topographic visualisation study
    Sivaraksa, Mingmanas
    Lowe, David
    BMC MEDICAL GENOMICS, 2008, 1 (1)
  • [23] Predictive gene lists for breast cancer prognosis: A topographic visualisation study
    Mingmanas Sivaraksa
    David Lowe
    BMC Medical Genomics, 1
  • [24] Predictive Role of GSTs on the Prognosis of Breast Cancer Patients with Neoadjuvant Chemotherapy
    Bai, Yun-Lu
    Zhou, Bing
    Jing, Xiao-Yue
    Zhang, Bin
    Huo, Xiao-Qing
    Ma, Chao
    He, Jian-Miao
    ASIAN PACIFIC JOURNAL OF CANCER PREVENTION, 2012, 13 (10) : 5019 - 5022
  • [25] Big Data Analytics Framework for Predictive Analytics using Public Data with Privacy Preserving
    Ho, Duy H.
    Lee, Yugyung
    2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, : 5395 - 5405
  • [26] Drug Discovery for Breast Cancer Based on Big Data Analytics Techniques
    Mennour, Rostom
    Batouche, Mohamed
    2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND ACCESSIBILITY (ICTA), 2015,
  • [27] Drug Discovery for Breast Cancer Based on Big Data Analytics Techniques
    Mennour, Rostom
    Batouche, Mohamed
    2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND ACCESSIBILITY (ICTA), 2015,
  • [28] Using Semantics in Predictive Big Data Analytics
    Nural, Mustafa V.
    Cotterell, Michael E.
    Miller, John A.
    2015 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2015, 2015, : 254 - 261
  • [29] Big Data and Predictive Analytics Recalibrating Expectations
    Shah, Nilay D.
    Steyerberg, Ewout W.
    Kent, David M.
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2018, 320 (01): : 27 - 28
  • [30] Big Data and Predictive Analytics in Various Sectors
    Zainab, Kaneez
    Dhanda, Namrata
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON SYSTEM MODELING & ADVANCEMENT IN RESEARCH TRENDS (SMART), 2018, : 39 - 43