Intelligent Techniques Using Molecular Data Analysis in Leukaemia: An Opportunity for Personalized Medicine Support System
Joint Authors
Banjar, Haneen
Adelson, David
Brown, Fred
Chaudhri, Naeem
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-21, 21 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-07-25
Country of Publication
Egypt
No. of Pages
21
Main Subjects
Abstract EN
The use of intelligent techniques in medicine has brought a ray of hope in terms of treating leukaemia patients.
Personalized treatment uses patient’s genetic profile to select a mode of treatment.
This process makes use of molecular technology and machine learning, to determine the most suitable approach to treating a leukaemia patient.
Until now, no reviews have been published from a computational perspective concerning the development of personalized medicine intelligent techniques for leukaemia patients using molecular data analysis.
This review studies the published empirical research on personalized medicine in leukaemia and synthesizes findings across studies related to intelligence techniques in leukaemia, with specific attention to particular categories of these studies to help identify opportunities for further research into personalized medicine support systems in chronic myeloid leukaemia.
A systematic search was carried out to identify studies using intelligence techniques in leukaemia and to categorize these studies based on leukaemia type and also the task, data source, and purpose of the studies.
Most studies used molecular data analysis for personalized medicine, but future advancement for leukaemia patients requires molecular models that use advanced machine-learning methods to automate decision-making in treatment management to deliver supportive medical information to the patient in clinical practice.
American Psychological Association (APA)
Banjar, Haneen& Adelson, David& Brown, Fred& Chaudhri, Naeem. 2017. Intelligent Techniques Using Molecular Data Analysis in Leukaemia: An Opportunity for Personalized Medicine Support System. BioMed Research International،Vol. 2017, no. 2017, pp.1-21.
https://search.emarefa.net/detail/BIM-1136113
Modern Language Association (MLA)
Banjar, Haneen…[et al.]. Intelligent Techniques Using Molecular Data Analysis in Leukaemia: An Opportunity for Personalized Medicine Support System. BioMed Research International No. 2017 (2017), pp.1-21.
https://search.emarefa.net/detail/BIM-1136113
American Medical Association (AMA)
Banjar, Haneen& Adelson, David& Brown, Fred& Chaudhri, Naeem. Intelligent Techniques Using Molecular Data Analysis in Leukaemia: An Opportunity for Personalized Medicine Support System. BioMed Research International. 2017. Vol. 2017, no. 2017, pp.1-21.
https://search.emarefa.net/detail/BIM-1136113
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1136113