About: A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure

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About: A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure
Creator	Ng, E Ng, G Quek, C Tan, T
Source	Elsevier; Medline; PMC
abstract	Abstract Early detection of breast cancer is the key to improve survival rate. Thermogram is a promising front-line screening tool as it is able to warn women of breast cancer up to 10 years in advance. However, analysis and interpretation of thermogram are heavily dependent on the analysts, which may be inconsistent and error-prone. In order to boost the accuracy of preliminary screening using thermogram without incurring additional financial burden, Complementary Learning Fuzzy Neural Network (CLFNN), FALCON-AART is proposed as the Computer-Assisted Intervention (CAI) tool for thermogram analysis. CLFNN is a neuroscience-inspired technique that provides intuitive fuzzy rules, human-like reasoning, and good classification performance. Confluence of thermogram and CLFNN offers a promising tool for fighting breast cancer.
has issue date	2007-10-31(xsd:dateTime)
bibo:doi	10.1016/j.eswa.2006.06.012
bibo:pmid	32288331
has license	els-covid
sha1sum (hex)	85d55fc7b8dd0d3537274e857edba00eea3e55d9
schema:url	https://doi.org/10.1016/j.eswa.2006.06.012
resource representing a document's title	A novel cognitive interpretation of breast cancer thermography with complementary learning fuzzy neural memory structure
has PubMed Central identifier	PMC7126614
has PubMed identifier	32288331
schema:publication	Expert Systems with Applications
resource representing a document's body	covid:85d55fc7b8dd0d3537274e857edba00eea3e55d9#body_text
is schema:about of	named entity 'boost' named entity 'learning' named entity 'memory' named entity 'KEY' named entity 'OF BREAST CANCER' named entity 'IS A' named entity 'COMPUTER-ASSISTED INTERVENTION' named entity 'EARLY DETECTION OF BREAST CANCER' named entity 'FINANCIAL' named entity 'INTERPRETATION' named entity 'THERMOGRAM' named entity 'RULES' named entity 'SURVIVAL RATE' named entity 'GOOD' named entity 'UP TO' named entity 'PROPOSED' named entity 'DEPENDENT' named entity 'ANALYSTS' named entity 'ADDITIONAL' named entity 'USING' named entity 'LINE' named entity 'YEARS' named entity 'TOOL' named entity 'PERFORMANCE' named entity 'HUMAN' named entity 'ERROR' named entity 'INCONSISTENT' named entity 'PRELIMINARY' named entity 'PROVIDES' named entity 'STRUCTURE' named entity 'ACCURACY' named entity 'WOMEN' named entity 'ADVANCE' named entity 'LIKE' covid:arg/85d55fc7b8dd0d3537274e857edba00eea3e55d9 named entity 'NEURAL NETWORK' named entity 'INSPIRED' named entity 'BREAST CANCER' named entity 'CONFLUENCE' named entity 'PRONE' named entity 'NEUROSCIENCE' named entity 'SCREENING' named entity 'NOVEL' named entity 'LEARNING' named entity 'OF BREAST CANCER' named entity 'FUZZY' named entity 'NEURAL' named entity 'INTERPRETATION' named entity 'MEMORY' named entity 'THERMOGRAPHY' named entity 'COGNITIVE' named entity 'ANALYSIS' named entity 'FALCON' named entity 'BURDEN' named entity 'MAY BE' named entity 'CLASSIFICATION' named entity 'LEARNING' named entity 'FUZZY' named entity 'ORDER' named entity 'TECHNIQUE' named entity 'WARN' named entity 'BOOST' named entity 'FIGHTING' named entity 'REASONING' named entity 'Intervention' named entity 'fuzzy' named entity 'breast cancer' named entity 'burden' named entity 'neural' named entity 'breast cancer' named entity 'Thermogram' named entity 'human-like reasoning' named entity 'breast cancer' named entity 'dermatological disorders' named entity 'breast cancer' named entity 'minimal surface' named entity 'RBF' named entity 'breast cancer'

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