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Biological Systems
Control Strategy
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Fuzzy Logic
Human Brain
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A fuzzy logic basedmethod for prognostic decision making in breast and prostate cancers
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Survey of utilisation of fuzzy technology in Medicine and Healthcare
Survey of utilisation of fuzzy technology in Medicine and Healthcare,10.1016/S01650114(99)001487,Fuzzy Sets and Systems,Maysam F. Abbod,Diedrich Gra
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Survey of utilisation of fuzzy technology in Medicine and Healthcare
(
Citations: 44
)
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Maysam F. Abbod
,
Diedrich Graf V. Keyserlingk
,
Derek A. Linkens
,
Mahdi Mahfouf
The complexity of biological systems, unlike physical science applications, makes the development of computerised systems for medicine not a straightforward algorithmic solution because of the inherent uncertainty which arises as a natural occurrence in these types of applications. Human minds work from approximate data, extract meaningful information from massive data, and produce crisp solutions.
Fuzzy logic
provides a suitable basis for the ability to summarise and extract from masses of data impinging upon the
human brain
those facts that are related to the performance of the task at hand. In practice, a precise model may not exist for
biological systems
or it may be too difficult to model. In these cases
fuzzy logic
is considered as an appropriate tool for modelling and control, since our knowledge and experience are directly contained and presented in control strategies without explicit mathematical models. This paper surveys the utilisation of
fuzzy logic
in medical sciences, with an analysis of its possible future penetration.
Journal:
Fuzzy Sets and Systems  FSS
, vol. 120, no. 2, pp. 331349, 2001
DOI:
10.1016/S01650114(99)001487
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Citation Context
(15)
...Therefore, there are many applications regarding the use of fuzzy logic in medicine and healthcare [
3
], [4]...
R. Cannone
,
et al.
Multiobjective design of highly interpretable fuzzy rulebased classi...
...Especially the last eight years should be the main focus, since the articles of Abbod et al.[
3
,4] and Mahfouf et al.[5] have a good coverage for the use of fuzzy logic, smart and adaptive engineering systems in medicine until the year 2001...
Ahmet Yardimci
.
Applications of Soft Computing to Medical Problems
...It has been applied to supervisory control in several medical fields [
5
]...
Mehdi Merouani
,
et al.
Norepinephrine weaning in septic shock patients by closed loop control...
...There are some publications in the area prostate cancer prognosis or diagnosis by aid of soft computing methods [4, 5,
6
, 7, 8, 9,10,]...
Kürşat Zühtüoǧullari
,
et al.
Diagnosis modelling of urethral obstructions using fuzzy expert system
...The main directions of development of this subject have been diverse with applications to very varied real problems, for instance, the golden mean [8], quantum optics, gravity [13], synnchronize hyperchaotic sytems [33], chaotic system [26], [27], medicine [
1
], [3] and engineering problems [16]...
...A fuzzy set u in an universe set X is a mapping u : X → [0,
1
]...
...Also, u is called convex if [u] α is a convex set for all α ∈ [0,
1
]...
...If u ∈F , then u is called a fuzzy interval and the αlevel set [u] α is a nonempty compact and convex interval for all α ∈ [0,
1
]...
...In the metric space (F ,D ) we define the relation ≺ such that u ≺ v if and only if µ([u] α ) ≤ µ([v] α ) ∀α ∈ [0,
1
],...
...� α are integrable for each α ∈ [0,
1
] and t...
...We will give a demostration for (ii). For this, we take α ∈ [0,
1
], then...
Y. ChalcoCano
,
et al.
Fuzzy differential equations with generalized derivative
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