Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records

Результат исследований: Глава в книге, отчете, сборнике статейМатериалы конференцииНаучно-исследовательскаярецензирование

2 Цитирования (Scopus)
Язык оригиналаАнглийский
Название основной публикацииApplication of Information and Communication Technologies, AICT 2016 - Conference Proceedings
ИздательInstitute of Electrical and Electronics Engineers Inc.
Страницы841-844
ISBN (электронное издание)9781509018406
DOI
СостояниеОпубликовано - 25 июл 2017
Событие10th IEEE International Conference on Application of Information and Communication Technologies, AICT 2016 - Baku, Азербайджан
Продолжительность: 12 окт 201614 окт 2016

Конференция

Конференция10th IEEE International Conference on Application of Information and Communication Technologies, AICT 2016
СтранаАзербайджан
ГородBaku
Период12/10/201614/10/2016

Отпечаток

Left Ventricle
Learning systems
Machine Learning
Classifiers
Echocardiography
Classifier
Random Forest
Discriminant analysis
Decision trees
Discriminant Analysis
Decision tree
Pixel
Pixels
Cardiology
Contractility
Adaptive boosting
Naive Bayes
AdaBoost
Receiver Operating Characteristic Curve
Ultrasound

Ключевые слова

    Предметные области ASJC Scopus

    • Computer Vision and Pattern Recognition
    • Computer Science Applications
    • Computer Networks and Communications
    • Information Systems
    • Modelling and Simulation

    Предметные области WoS

    • Компьютерные науки, Информационные системы
    • Компьютерные науки, Междисциплинарные приложения
    • Компьютерные науки, Теория и методы

    Цитировать

    Bobkova, A. O., Zyuzin, V. V., Porshnev, S. V., & Bobkov, V. V. (2017). Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records. В Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings (стр. 841-844). [7991826] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICAICT.2016.7991826
    Bobkova, A. O. ; Zyuzin, V. V. ; Porshnev, S. V. ; Bobkov, V. V. / Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records. Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. стр. 841-844
    @inproceedings{cc3e28b6ea3544238b52189bb7e78bbf,
    title = "Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records",
    keywords = "apical four-chamber view, Echocardiography, edge detection, left ventricle, ultrasound images",
    author = "Bobkova, {A. O.} and Zyuzin, {V. V.} and Porshnev, {S. V.} and Bobkov, {V. V.}",
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    Bobkova, AO, Zyuzin, VV, Porshnev, SV & Bobkov, VV 2017, Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records. в Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings., 7991826, Institute of Electrical and Electronics Engineers Inc., стр. 841-844, 10th IEEE International Conference on Application of Information and Communication Technologies, AICT 2016, Baku, Азербайджан, 12/10/2016. https://doi.org/10.1109/ICAICT.2016.7991826

    Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records. / Bobkova, A. O.; Zyuzin, V. V.; Porshnev, S. V.; Bobkov, V. V.

    Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. стр. 841-844 7991826.

    Результат исследований: Глава в книге, отчете, сборнике статейМатериалы конференцииНаучно-исследовательскаярецензирование

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    AU - Porshnev, S. V.

    AU - Bobkov, V. V.

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    KW - apical four-chamber view

    KW - Echocardiography

    KW - edge detection

    KW - left ventricle

    KW - ultrasound images

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    UR - https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=tsmetrics&SrcApp=tsm_test&DestApp=WOS_CPL&DestLinkType=FullRecord&KeyUT=000432161300164

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    Bobkova AO, Zyuzin VV, Porshnev SV, Bobkov VV. Experience of using of machine learning methods to identify the left ventricle region in echocardiographic records. В Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. стр. 841-844. 7991826 https://doi.org/10.1109/ICAICT.2016.7991826