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Case Retrieval Process of CBR Technique Implements on Knowledge-Based Clinical Decision Support Systems (KBCDSS) for Diagnosis of Breast Cancer Disease


Article Information

Title: Case Retrieval Process of CBR Technique Implements on Knowledge-Based Clinical Decision Support Systems (KBCDSS) for Diagnosis of Breast Cancer Disease

Authors: S. S. ZIA, P. AKHTAR, T. J. A. MUGHAL

Journal: Sindh University Research Journal - Science Series (SURJ)

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Category From To
Y 2024-10-01 2025-12-31
Y 2023-07-01 2024-09-30
Y 2021-07-01 2022-06-30

Publisher: University of Sindh, Jamshoro

Country: Pakistan

Year: 2015

Volume: 47

Issue: 2

Language: English

Keywords: Clinical Decision Support Systems (CDSS)Knowledge based CDSS (KBCDSS)Knowledge Representation (KR) Database Management Systems (DBMS)Case-based reasoning (CBR)Breast Cancer.

Categories

Abstract

This paper present the brief overview of different CDSSs proposed in order to facilitate the medical practitioners during diagnosis phase, with this we proposed an online KBCDSS. Using this system the medical practitioners of different medical domains gather over one platform from where they can check and verify the reliability of their decision making during diagnosis phase. Aim of the research is to provide guidance to the new medical practitioners as well as to experienced clinicians. Database management systems used as knowledge representation scheme and Case based reasoning technique is applied as an inference mechanism. This research performed data analysis on the Wisconsin breast cancer data set from UCI Machine Learning Repository and implements this medical data set on KBCDSS tool.


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