NDLI: A Knowledge-Light Nonlinear Case-Based Reasoning Approach to Radiotherapy Planning

Content Provider	IEEE Xplore Digital Library
Author	Mishra, N. Petrovic, S. Sundar, S.
Copyright Year	2009
Abstract	Radiation is often used in prostate cancer treatments. Radiotherapy treatment planning is a complex decision making process. In order to make a patient well, the oncologist has to make a trade-off between the benefit of radiation i.e. delivering a high enough dose to fight the cancer cells, and risk that refers to the side effects of the treatment. In this research, a case based reasoning system is developed for dose planning in prostate cancer treatment. A case similar to the new patient is retrieved. An adaptation of the suggested plan is performed taking into account trade-offs made in the past to determine the extent to which the maximum dose limits of the new patient (case) can be violated. The performance of the proposed method is validated on the real data sets obtained from the City Hospital Nottingham, University Hospital, NHS Trust, UK.
Starting Page	776
Ending Page	783
File Size	290461
Page Count	8
File Format	PDF
ISBN	9781424456192
ISSN	10823409
DOI	10.1109/ICTAI.2009.68
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-11-02
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Prostate cancer Hospitals Medical treatment Biomedical applications of radiation Magnetic resonance imaging Artificial intelligence Oncology Process planning Cities and towns Bladder Radiotherapy Case Based Reasoning Fuzzy Sets Prostate Cancer
Content Type	Text
Resource Type	Article

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