Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture

Descripción del Articulo

ACM-2022: Algorithms Computing and Mathematics Conference, August 29 – 30, 2022, Chennai, India.
Detalles Bibliográficos
Autores: Rojas, Karin, Auccahuasi, Wilver, Meza, Sandra, Porras, Emelyn, Reyes, Milagros, Linares, Oscar, Inciso-Rojas, Miryam, Pando-Ezcurra, Tamara, Aiquipa, Gabriel, Nicolas-Rojas, Yoni, Auccahuasi, Aly
Formato: objeto de conferencia
Fecha de Publicación:2022
Institución:Universidad Tecnológica del Perú
Repositorio:UTP-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.utp.edu.pe:20.500.12867/9808
Enlace del recurso:https://hdl.handle.net/20.500.12867/9808
Nivel de acceso:acceso abierto
Materia:Programming
GPU
Medical imagining
Algorithms
Methodology
https://purl.org/pe-repo/ocde/ford#2.02.04
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dc.title.es_PE.fl_str_mv Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
title Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
spellingShingle Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
Rojas, Karin
Programming
GPU
Medical imagining
Algorithms
Methodology
https://purl.org/pe-repo/ocde/ford#2.02.04
title_short Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
title_full Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
title_fullStr Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
title_full_unstemmed Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
title_sort Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
author Rojas, Karin
author_facet Rojas, Karin
Auccahuasi, Wilver
Meza, Sandra
Porras, Emelyn
Reyes, Milagros
Linares, Oscar
Inciso-Rojas, Miryam
Pando-Ezcurra, Tamara
Aiquipa, Gabriel
Nicolas-Rojas, Yoni
Auccahuasi, Aly
author_role author
author2 Auccahuasi, Wilver
Meza, Sandra
Porras, Emelyn
Reyes, Milagros
Linares, Oscar
Inciso-Rojas, Miryam
Pando-Ezcurra, Tamara
Aiquipa, Gabriel
Nicolas-Rojas, Yoni
Auccahuasi, Aly
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Rojas, Karin
Auccahuasi, Wilver
Meza, Sandra
Porras, Emelyn
Reyes, Milagros
Linares, Oscar
Inciso-Rojas, Miryam
Pando-Ezcurra, Tamara
Aiquipa, Gabriel
Nicolas-Rojas, Yoni
Auccahuasi, Aly
dc.subject.es_PE.fl_str_mv Programming
GPU
Medical imagining
Algorithms
Methodology
topic Programming
GPU
Medical imagining
Algorithms
Methodology
https://purl.org/pe-repo/ocde/ford#2.02.04
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.02.04
description ACM-2022: Algorithms Computing and Mathematics Conference, August 29 – 30, 2022, Chennai, India.
publishDate 2022
dc.date.accessioned.none.fl_str_mv 2024-10-01T00:07:13Z
dc.date.available.none.fl_str_mv 2024-10-01T00:07:13Z
dc.date.issued.fl_str_mv 2022
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dc.identifier.issn.none.fl_str_mv 1613-0073
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12867/9808
dc.identifier.journal.es_PE.fl_str_mv CEUR Workshop Proceedings
identifier_str_mv 1613-0073
CEUR Workshop Proceedings
url https://hdl.handle.net/20.500.12867/9808
dc.language.iso.es_PE.fl_str_mv eng
language eng
dc.relation.ispartofseries.none.fl_str_mv CEUR Workshop Proceedings;Vol. 3445, Pages 33 - 43
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.es_PE.fl_str_mv http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
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dc.format.es_PE.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv CEUR-WS
dc.publisher.country.es_PE.fl_str_mv US
dc.source.es_PE.fl_str_mv Repositorio Institucional - UTP
Universidad Tecnológica del Perú
dc.source.none.fl_str_mv reponame:UTP-Institucional
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instacron:UTP
instname_str Universidad Tecnológica del Perú
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spelling Rojas, KarinAuccahuasi, WilverMeza, SandraPorras, EmelynReyes, MilagrosLinares, OscarInciso-Rojas, MiryamPando-Ezcurra, TamaraAiquipa, GabrielNicolas-Rojas, YoniAuccahuasi, Aly2024-10-01T00:07:13Z2024-10-01T00:07:13Z20221613-0073https://hdl.handle.net/20.500.12867/9808CEUR Workshop ProceedingsACM-2022: Algorithms Computing and Mathematics Conference, August 29 – 30, 2022, Chennai, India.In these times of pandemic, hospitals are being the focus of many innovations, not only for the adaptation to telemedicine, but also from the perspective of the use and processing of the multiple modalities of medical images, where we find images made up of a single Image such as x-rays, images that are made up of a sequence of images such as tomography and Magnetic Resonance, or in video format as is the case with ultrasound and angiography. One way of working with images is through popular image servers that connect to medical equipment for transfer and storage. In the process of visualization and processing, special workstations with good computational capacity are required for these purposes, in most cases these workstations are connected in the network of medical offices, therefore they are presented in a normal working image display requests at the same time. The methodology presented uses a heterogeneous architecture based on CPU and GPU, in such a way that by means of an algorithm it analyzes the type and dimension of the image to be able to choose where the processing will be carried out, thereby optimizing the use of computational resources. and we can achieve a parallel job that the CPU and GPU are working simultaneously with different imaging modalities. As a result, we present the execution mode of the algorithm where it automatically chooses what type of image is processed by the CPU and what type is processed in the GPU, as well as the execution time in each of them. Finally we can indicate that the algorithm can be scalable towards workstations to optimize its use in clinical practice.Campus Ateapplication/pdfengCEUR-WSUSCEUR Workshop Proceedings;Vol. 3445, Pages 33 - 43info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/4.0/Repositorio Institucional - UTPUniversidad Tecnológica del Perúreponame:UTP-Institucionalinstname:Universidad Tecnológica del Perúinstacron:UTPProgrammingGPUMedical imaginingAlgorithmsMethodologyhttps://purl.org/pe-repo/ocde/ford#2.02.04Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architectureinfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.utp.edu.pe/bitstream/20.500.12867/9808/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52ORIGINALAlgorithm for Optimization in Medical Image Processing applied.pdfAlgorithm for Optimization in Medical Image Processing applied.pdfapplication/pdf658080http://repositorio.utp.edu.pe/bitstream/20.500.12867/9808/1/Algorithm%20for%20Optimization%20in%20Medical%20Image%20Processing%20applied.pdf3dc4bdeb6600105c47cba18294d7c5b0MD51TEXTAlgorithm for Optimization in Medical Image Processing applied.pdf.txtAlgorithm for Optimization in Medical Image Processing applied.pdf.txtExtracted texttext/plain27329http://repositorio.utp.edu.pe/bitstream/20.500.12867/9808/3/Algorithm%20for%20Optimization%20in%20Medical%20Image%20Processing%20applied.pdf.txtdb907152b8cd4a4942dbf318d7162830MD53THUMBNAILAlgorithm for Optimization in Medical Image Processing applied.pdf.jpgAlgorithm for Optimization in Medical Image Processing applied.pdf.jpgGenerated Thumbnailimage/jpeg19400http://repositorio.utp.edu.pe/bitstream/20.500.12867/9808/4/Algorithm%20for%20Optimization%20in%20Medical%20Image%20Processing%20applied.pdf.jpg705b69c37f0b30a82b4f52dd0681bc02MD5420.500.12867/9808oai:repositorio.utp.edu.pe:20.500.12867/98082024-10-01 03:06:49.852Repositorio Institucional de la Universidad Tecnológica del Perúrepositorio@utp.edu.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Algorithm for Optimization in Medical Image Processing applied in Heterogeneous Architecture
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