The Research and Application of Technology in the Diagnosis of Lung Cancer Warning Association Rule Mining

被引：0
|
作者：
Song, Shaoyun [1 ]
Ma, Yu [1 ]
机构：
[1] Yuxi Normal Univ, Math & Informat Technol Inst, Yuxi, Yunnan, Peoples R China
来源：
2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME) | 2016年
关键词：
tumor markers; association rule mining; lung cancer; early warning; forecast;
D O I：
10.1109/ITME.2016.38
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
This paper establishes establish the intelligent diagnosis model of lung cancer based on the testing data from clinical diagnoses and by means of interactive regulation tapping. The author respectively analyzes 12 targets of 100 patients. Through muliti-subjects combined means of radioimmunology, enzyme linked immunosorbent assay and chemistry so as to discover the interactive regulation between cancer and its likely causes and guide the diagnosis and prevention of lung cancer with the regulation model. The result shows that this method is superior to the conventional statistics of quantitative medicine. The author expects to take this as an example to study the application of the interactive regulation tapping in clinical diagnoses.
引用
收藏
页码：343 / 346
页数：4
相关论文
共 50 条
  • [21] A Research on the Compatibility Principles of Formulas for Spleen & Stomach Health from Thousand Golden Prescriptions Based on Clustering Mining and Association Rule Mining Technology
    Chen, Guifen
    Wang, Yinghao
    Qiu, Jiahui
    2015 8TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2015, : 181 - 184
  • [22] Rule Discovery from Breast Cancer Risk Factors using Association Rule Mining
    Kabir, Md Faisal
    Ludwig, Simone A.
    Abdullah, Abu Saleh
    2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 2433 - 2441
  • [23] Ship Diesel Engine Fault Diagnosis Based on the SVM and Association Rule Mining
    Cai, Chengtao
    Zong, Hongri
    Zhang, Baolu
    2016 IEEE 20TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2016, : 400 - 405
  • [24] Application of FISH in the diagnosis of lung cancer
    Hieggelke, Lena
    Schultheis, Anne M.
    PATHOLOGE, 2020, 41 (06): : 582 - 588
  • [25] Research on Audit Log Association Rule Mining Based on Improved Apriori Algorithm
    Cheng, Maocai
    Xu, Kaiyong
    Gong, Xuerong
    PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2016, : 11 - 17
  • [26] Extended Association Rule Mining and Its Application to Software Engineering Data Sets
    Saito, Hidekazu
    Nishiura, Kinari
    Monden, Akito
    Morisaki, Shuji
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2024, 34 (11) : 1735 - 1756
  • [27] Fuzzy Rule based Expert System for Diagnosis of Lung Cancer
    Farahani, Farzad Vasheghani
    Zarandi, M. H. Fazel
    Ahmadi, A.
    2015 Annual Meeting of the North American Fuzzy Information Processing Society DigiPen NAFIPS 2015, 2015,
  • [28] Mining learner profile utilizing association rule for web-based learning diagnosis
    Chen, Chih-Ming
    Hsieh, Ying-Ling
    Hsu, Shih-n Hsu
    EXPERT SYSTEMS WITH APPLICATIONS, 2007, 33 (01) : 6 - 22
  • [29] Application Research of Data Mining Technology in Postgraduate Culture Process
    Xue Qiang
    Ma Shijin
    Xu Zhengming
    ICAIE 2009: PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND EDUCATION, VOLS 1 AND 2, 2009, : 716 - 719
  • [30] Discovery of Multivariate Phenotypes using Association Rule Mining and their Application to Genome-wide Association Studies
    Park, Sung Hee
    Kim, Sangsoo
    2010 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), 2010, : 324 - 329
12345