A Breast Disease Pre-diagnosis Using Rule-Based Classification

被引:0
|
作者
Ismail, Suriana [1 ]
Ismail, Roslan [1 ]
Sifizul, Tengku Elisa Najiha Tengku [2 ]
机构
[1] Univ Kuala Lumpur, Malaysian Inst Informat Technol, 1010 Jalan Sultan Ismail, Kuala Lumpur 50250, Malaysia
[2] Univ Kuala Lumpur, Malaysian Inst Informat Technol, Software Engn Programme, 1010 Jalan Sultan Ismail, Kuala Lumpur 50250, Malaysia
关键词
Breast disease; Rule-based; Artificial intelligence;
D O I
10.1007/978-3-030-19063-7_82
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Manual detection of breast disease cannot detect occurrences of potential high risk problem for a patient at the early stage. Since it is a commonly found disease among women, it is critical to overcome the problem as fast as possible. In this paper the design of the proposed Rule Based System will be presented and the symptoms of the breast cancer disease and possible ways to prevent it will be outlined. The proposed Rule Based System was produced to help people to Prevent and early detection breast cancer, because it is known that this disease does not have medication or cure yet. Android and web application are the two platform used in the designing of the proposed ruled based system. The application to breast cancer pre-diagnosis utilizes the features of each highly potential symptoms, obtained from patient perceived condition, to discriminate benign from malignant breast lumps. This allows an accurate pre-diagnosis without the urgency need for a surgical biopsy.
引用
收藏
页码:1037 / 1044
页数:8
相关论文
共 50 条
  • [1] An accurate fuzzy rule-based classification systems for heart disease diagnosis
    Bahani, Khalid
    Moujabbir, Mohammed
    Ramdani, Mohammed
    [J]. SCIENTIFIC AFRICAN, 2021, 14
  • [2] Rule-Based Text Classification of Dental Diagnosis
    Wang, Mei
    Agrawal, Anushka
    Rogers, Nicole
    John, Vanchit
    Thyvalikakath, Thankam
    [J]. MEDINFO 2023 - THE FUTURE IS ACCESSIBLE, 2024, 310 : 624 - 628
  • [3] Automated Diagnosis of Heart Sounds Using Rule-Based Classification Tree
    Mohamed Esmail Karar
    Sahar H. El-Khafif
    Mohamed A. El-Brawany
    [J]. Journal of Medical Systems, 2017, 41
  • [4] Automated Diagnosis of Heart Sounds Using Rule-Based Classification Tree
    Karar, Mohamed Esmail
    El-Khafif, Sahar H.
    El-Brawany, Mohamed A.
    [J]. JOURNAL OF MEDICAL SYSTEMS, 2017, 41 (04)
  • [5] Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis
    Chaves, R.
    Ramirez, J.
    Gorriz, J. M.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (05) : 1571 - 1578
  • [6] Ensemble based optimal Classification model for pre-diagnosis of Lung cancer
    Balachandran, K.
    Anitha, R.
    [J]. 2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND NETWORKING TECHNOLOGIES (ICCCNT), 2013,
  • [7] Fast Rule-Based Heart Disease Prediction using Associative Classification Mining
    Lakshmi, K. Prasanna
    Reddy, C. R. K.
    [J]. 2015 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONTROL (IC4), 2015,
  • [8] Clinical malaria diagnosis: rule-based classification statistical prototype
    Bbosa, Francis
    Wesonga, Ronald
    Jehopio, Peter
    [J]. SPRINGERPLUS, 2016, 5
  • [9] An interpretable fuzzy rule-based classification methodology for medical diagnosis
    Gadaras, Ioannis
    Mikhailov, Ludmil
    [J]. ARTIFICIAL INTELLIGENCE IN MEDICINE, 2009, 47 (01) : 25 - 41
  • [10] An Expert System for Diagnosis of Sleep Disorder Using Fuzzy Rule-Based Classification Systems
    Riza, Lala Septem
    Pradini, Mila
    Rahman, Eka Fitrajaya
    Rasim
    [J]. INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND DIGITAL APPLICATIONS, 2017, 185