About: Artificial neural networks in medical diagnosis

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	An extensive amount of information is currently available to clinical specialists, ranging from details of clinical symptoms to various types of biochemical data and outputs of imaging devices. Each type of data provides information that must be evaluated and assigned to a particular pathology during the diagnostic process. To streamline the diagnostic process in daily routine and avoid misdiagnosis, artificial intelligence methods (especially computer aided diagnosis and artificial neural networks) can be employed. These adaptive learning algorithms can handle diverse types of medical data and integrate them into categorized outputs. In this paper, we briefly review and discuss the philosophy, capabilities, and limitations of artificial neural networks in medical diagnosis through selected examples. An extensive amount of information is currently available to clinical specialists, ranging from details of clinical symptoms to various types of biochemical data and outputs of imaging devices. Each type of data provides information that must be evaluated and assigned to a particular pathology during the diagnostic process. To streamline the diagnostic process in daily routine and avoid misdiagnosis, artificial intelligence methods (especially computer aided diagnosis and artificial neural networks) can be employed. These adaptive learning algorithms can handle diverse types of medical data and integrate them into categorized outputs. In this paper, we briefly review and discuss the philosophy, capabilities, and limitations of artificial neural networks in medical diagnosis through selected examples. (en)
Title	Artificial neural networks in medical diagnosis Artificial neural networks in medical diagnosis (en)
skos:prefLabel	Artificial neural networks in medical diagnosis Artificial neural networks in medical diagnosis (en)
skos:notation	RIV/00216224:14110/13:00065996!RIV14-MSM-14110___
http://linked.open...avai/predkladatel	Lékařská fakulta
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(EE2.3.20.0185), P(GA202/07/1669), Z(MSM0021622411), Z(MSM0021622430)
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Havel, Josef Hampl, Aleš Vaňhara, Petr Amato, Filippo López Rodríguez, Alberto
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Lékařská fakulta
http://linked.open...dnocenehoVysledku	62141
http://linked.open...ai/riv/idVysledku	RIV/00216224:14110/13:00065996
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	medical diagnosis; artificial intelligence; artificial neural networks; cancer; cardiovascular diseases; diabetes (en)
http://linked.open.../riv/klicoveSlovo	medical diagnosis artificial neural networks cancer cardiovascular diseases artificial intelligence diabetes
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[48D08FEAF133]
http://linked.open...i/riv/nazevZdroje	Journal of Applied Biomedicine
http://linked.open...in/vavai/riv/obor	CB
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for analysis and modeling of tissues and organs Deposition of thermomehanically stable nanostructured diamond-like thin films in dual frequency capacitive discharges
http://linked.open...UplatneniVysledku	2013
http://linked.open...v/svazekPeriodika	11
http://linked.open...iv/tvurceVysledku	Amato, Filippo Havel, Josef Hampl, Aleš Peña-Méndez, Eladia María López Rodríguez, Alberto Vaňhara, Petr
http://linked.open...ain/vavai/riv/wos	000314809600001
http://linked.open...n/vavai/riv/zamer	Study and application of plasma chemical reactions in non-isothermic low temperature plasma and its interaction with solid surface Functional and molecular characteristics of cancer and normal stem cells - identification of targets for novel therapeutics and therapeutic strategies
issn	1214-021X
number of pages	12 (xsd:int)
http://bibframe.org/vocab/doi	10.2478/v10136-012-0031-x
http://localhost/t...ganizacniJednotka	14110

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