Analytical Study Using Data Mining for Periodical Medical Examination of Employees

被引：0
|
作者：
Waghmare, Kiran [1 ]
Pai, Anusha R. [1 ]
机构：
[1] Padre Conceicao Coll Engn, Dept Comp Engn, Verna 403722, Goa, India
来源：
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING | 2013年 / 174卷
关键词：
Intelligent system; Data mining; Decision tree; PME analysis;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In the recent years, intelligent systems proved to be a useful and successful tool which is often been used for decision support, data mining and knowledge discovery in medicine. It is of great practical significance to conduct a scientific, accurate, and complete analysis, assessment- or even early warning on the safety of current and future medicines. In this paper, we present the results of intelligent data analysis used for determining trends in lifestyle related diseases like Diabetes, Hypertension, Cardio-vascular diseases, Backache, Dyslipidaemia, Hearing impairment and other disease category. The study included Periodical Medical Examination (PME) data on 300 employees of public sector enterprise dealing with oil exploration in India.
引用
收藏
页码：221 / 227
页数：7
相关论文
共 50 条
  • [31] A Case Study of Medical Big Data Processing: Data Mining for the Hyperuricemia
    Tan, Junyan
    Xiong, Tianyu
    Miao, Hongxia
    Sun, Rurong
    Wu, Min
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2018, : 196 - 201
  • [32] Fasting Blood Glucose Change Prediction Model Based on Medical Examination Data and Data Mining Techniques
    Xiao, Wenxiang
    Ji, Jun
    Shao, Fengjing
    Sun, Rencheng
    Xing, Chunxiao
    2015 IEEE INTERNATIONAL CONFERENCE ON SMART CITY/SOCIALCOM/SUSTAINCOM (SMARTCITY), 2015, : 742 - 747
  • [33] Implementation of Hospital Examination Reservation System Using Data Mining Technique
    Cha, Hyo Soung
    Yoon, Tae Sik
    Ryu, Ki Chung
    Shin, Il Won
    Choe, Yang Hyo
    Lee, Kyoung Yong
    Lee, Jae Dong
    Ryu, Keun Ho
    Chung, Seung Hyun
    HEALTHCARE INFORMATICS RESEARCH, 2015, 21 (02) : 95 - 101
  • [34] Predicting Students Performance in Examination Using Supervised Data Mining Techniques
    Abiodun, Kazeem Moses
    Adeniyi, Emmanuel Abidemi
    Aremu, Dayo Reuben
    Awotunde, Joseph Bamidele
    Ogbuji, Emmanuel
    INFORMATICS AND INTELLIGENT APPLICATIONS, 2022, 1547 : 63 - 77
  • [35] Study of Spanish mining accidents using data mining techniques
    Sanmiquel, Lluis
    Rossell, Josep M.
    Vintro, Carla
    SAFETY SCIENCE, 2015, 75 : 49 - 55
  • [36] Disease Detection in Medical Prescriptions Using Data Mining Tools
    Alamdari, Mahsa Soudi
    Teimouri, Mehdi
    Farzadfar, Farshad
    Hashemi-Meshkini, Amir
    2014 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2014, : 159 - 164
  • [37] Medical image classification using an efficient data mining technique
    Khan, SM
    Islam, R
    Chowdhury, MU
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA'04), 2004, : 397 - 402
  • [38] Detecting diseases in medical prescriptions using data mining methods
    Sana Nazari Nezhad
    Mohammad H. Zahedi
    Elham Farahani
    BioData Mining, 15
  • [39] Detecting diseases in medical prescriptions using data mining methods
    Nezhad, Sana Nazari
    Zahedi, Mohammad H.
    Farahani, Elham
    BIODATA MINING, 2022, 15 (01)
  • [40] Medical Decision Support System for the Missing Data using Data Mining - A Survey
    Taranath, N. L.
    Patil, Shantakumar B.
    Patil, Premajyothi
    Subbaraya, C. K.
    2014 INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2014, : 192 - 196
12345