About: Discriminable and Stable Feature Selection for Computer-aided Diagnosis from Sonographic Images

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About: Discriminable and Stable Feature Selection for Computer-aided Diagnosis from Sonographic Images - PhD Thesis Proposal Goto Sponge NotDistinct Permalink

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper summarises state-of-the-art in feature selection and classification for medical purposes. The main focus is put on sonographic imaging, especially images of the thyroid gland. State-of-the-art covers related works dealing with feature selection and classification (i) in general, (ii) for medical purposes, and (iii) for thyroid gland diseases. It also summarizes works that deal with the task of different scanners and digitizer setting, which may lead to different classification results. The second part of this paper describes our methods and experiences with feature selection and classification applied on sonographic images of thyroid gland. It deals with generating features from sonographic textural images and reproducibility under different sonograph settings. The last part involves tentative plan for future work to conclude PhD thesis. This paper summarises state-of-the-art in feature selection and classification for medical purposes. The main focus is put on sonographic imaging, especially images of the thyroid gland. State-of-the-art covers related works dealing with feature selection and classification (i) in general, (ii) for medical purposes, and (iii) for thyroid gland diseases. It also summarizes works that deal with the task of different scanners and digitizer setting, which may lead to different classification results. The second part of this paper describes our methods and experiences with feature selection and classification applied on sonographic images of thyroid gland. It deals with generating features from sonographic textural images and reproducibility under different sonograph settings. The last part involves tentative plan for future work to conclude PhD thesis. (en)
Title	Discriminable and Stable Feature Selection for Computer-aided Diagnosis from Sonographic Images - PhD Thesis Proposal Discriminable and Stable Feature Selection for Computer-aided Diagnosis from Sonographic Images - PhD Thesis Proposal (en)
skos:prefLabel	Discriminable and Stable Feature Selection for Computer-aided Diagnosis from Sonographic Images - PhD Thesis Proposal Discriminable and Stable Feature Selection for Computer-aided Diagnosis from Sonographic Images - PhD Thesis Proposal (en)
skos:notation	RIV/68407700:21230/05:00109899!RIV10-MZ0-21230___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(1ET101050403), P(NO7742)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Švec, Martin
http://linked.open.../riv/druhVysledku	O - Ostatní výsledky nezařaditelné do žádného z výše uvedených druhů výsledku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	518244
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/05:00109899
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	classification; feature selection; reproducibility; sensitivity; sonography (en)
http://linked.open.../riv/klicoveSlovo	sonography classification feature selection sensitivity reproducibility
http://linked.open...ontrolniKodProRIV	[0B17F08AB421]
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Artificial inteligence methods in diagnostics from medical images Supporting diagnostics of the diffuse parenchymal processes by texture analysis of ultrasound images
http://linked.open...UplatneniVysledku	2005
http://linked.open...iv/tvurceVysledku	Švec, Martin
http://localhost/t...ganizacniJednotka	21230

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