Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures

Vasily Zyuzin; Andrey Mukhtarov; Denis Neustroev; Tatiana Chumarnaya

doi:10.1109/USBEREIT48449.2020.9117678

Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures

Vasily Zyuzin, Andrey Mukhtarov, Denis Neustroev, Tatiana Chumarnaya

Результат исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › рецензирование

Язык оригинала	Английский
Название основной публикации	Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020
Издатель	Institute of Electrical and Electronics Engineers Inc.
Страницы	499-502
Число страниц	4
ISBN (электронное издание)	9781728131658
DOI	https://doi.org/10.1109/USBEREIT48449.2020.9117678
Состояние	Опубликовано - мая 2020
Событие	Международная конференция 2020 Ural Symposium on Biomedical Engineering, Radioelectonics and Information Technology (USBEREIT) - УрФУ, ИРИТ-РтФ, Yekaterinburg, Российская Федерация Продолжительность: 14 мая 2020 → 15 мая 2020

Серия публикаций

Название	Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020

Конференция

Конференция	Международная конференция 2020 Ural Symposium on Biomedical Engineering, Radioelectonics and Information Technology (USBEREIT)
Страна/Tерритория	Российская Федерация
Город	Yekaterinburg
Период	14/05/2020 → 15/05/2020
Другое	Приказ № 72/08 от 06.05.2020 г.

Предметные области ASJC Scopus

Hardware and Architecture
Signal Processing
Information Systems and Management
Biomedical Engineering
Electrical and Electronic Engineering
Health Informatics

Ссылки

10.1109/USBEREIT48449.2020.9117678

Другие файлы и ссылки

Link to publication in Scopus

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Подробные сведения о темах исследования «Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures». Вместе они формируют уникальный семантический отпечаток (fingerprint).

Цитировать

Zyuzin, V., Mukhtarov, A., Neustroev, D., & Chumarnaya, T. (2020). Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures. В Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020 (стр. 499-502). [9117678] (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/USBEREIT48449.2020.9117678

Zyuzin, Vasily ; Mukhtarov, Andrey ; Neustroev, Denis и др. / Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures. Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., 2020. стр. 499-502 (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

@inproceedings{46c2af786b30419dad8635c5aa780bcf,

title = "Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures",

keywords = "Cardiac segmentation and diagnosis, deep learning, left atrium, left ventricle, myocardium, U-Net, ultrasound",

author = "Vasily Zyuzin and Andrey Mukhtarov and Denis Neustroev and Tatiana Chumarnaya",

year = "2020",

month = may,

doi = "10.1109/USBEREIT48449.2020.9117678",

language = "English",

series = "Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "499--502",

booktitle = "Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020",

address = "United States",

note = "2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020 ; Conference date: 14-05-2020 Through 15-05-2020",

}

Zyuzin, V , Mukhtarov, A, Neustroev, D & Chumarnaya, T 2020, Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures. в Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020., 9117678, Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020, Institute of Electrical and Electronics Engineers Inc., стр. 499-502, Международная конференция 2020 Ural Symposium on Biomedical Engineering, Radioelectonics and Information Technology (USBEREIT), Yekaterinburg, Российская Федерация, 14/05/2020. https://doi.org/10.1109/USBEREIT48449.2020.9117678

Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures. / Zyuzin, Vasily ; Mukhtarov, Andrey; Neustroev, Denis и др.

Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., 2020. стр. 499-502 9117678 (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

Результат исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › рецензирование

TY - GEN

T1 - Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures

AU - Zyuzin, Vasily

AU - Mukhtarov, Andrey

AU - Neustroev, Denis

AU - Chumarnaya, Tatiana

PY - 2020/5

Y1 - 2020/5

KW - Cardiac segmentation and diagnosis

KW - deep learning

KW - left atrium

KW - left ventricle

KW - myocardium

KW - U-Net

KW - ultrasound

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U2 - 10.1109/USBEREIT48449.2020.9117678

DO - 10.1109/USBEREIT48449.2020.9117678

M3 - Conference contribution

AN - SCOPUS:85089677463

T3 - Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020

SP - 499

EP - 502

BT - Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020

Y2 - 14 May 2020 through 15 May 2020

ER -

Zyuzin V , Mukhtarov A, Neustroev D, Chumarnaya T. Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures. В Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc. 2020. стр. 499-502. 9117678. (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020). https://doi.org/10.1109/USBEREIT48449.2020.9117678