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J-GLOBAL ID：202402263716894733   Reference number：24A0271667

Malaria Detection Using Advanced Deep Learning Architecture

高度深層学習アーキテクチャを用いたマラリア検出【JST・京大機械翻訳】

Author (7)： Silka Wojciech (Faculty of Medicine, Jagiellonian University Medical College, 31-008 Krakow, Poland) ,  Wieczorek Michal (Faculty of Applied Mathematics, Silesian University of Technology, 44-100 Gliwice, Poland) ,  Wieczorek Michal (Geosolution Sp. z o.o., 02-672 Warsaw, Poland) ,  Silka Jakub (Faculty of Applied Mathematics, Silesian University of Technology, 44-100 Gliwice, Poland) ,  Silka Jakub (Geosolution Sp. z o.o., 02-672 Warsaw, Poland) ,  Wozniak Marcin (Faculty of Applied Mathematics, Silesian University of Technology, 44-100 Gliwice, Poland) ,  Wozniak Marcin (Geosolution Sp. z o.o., 02-672 Warsaw, Poland)
Material： Sensors (Web)
Volume： 23  Issue： 3  Page： 1501  Publication year： 2023 
JST Material Number： U7015A  ISSN： 1424-8220  CODEN： SENSC9  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Malaria is a life-threatening ...

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Thesaurus term： network ,  neural network(biomodel) ,  parasitic insect ,  mortality ,  human(primates) ,  *malaria ,  developing country ,  *computer architecture ,  dental occlusion ,  early diagnosis ,  *machine learning
Semi thesaurus term： スミア ,  感染診断 ,  血液サンプル ,  *深層学習 ,  畳込みニューラルネットワーク , 【Automatic Indexing@JST】

Author keywords (5)： neural networks ,  malaria ,  CNN ,  semantic segmentation network ,  disease detection

JST classification (1)： Artificial intelligence  (JE08000Z)

Reference (54)：

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• Bykersma, A. The new zoonotic malaria: Plasmodium cynomolgi. Trop. Med. Infect. Dis. 2021, 6, 46.
• Menkin-Smith, L.; Winders, W.T. Plasmodium Vivax Malaria; StatPearls Publishing: Tampa, FL, USA, 2021.
• Douglas, N.M.; Lampah, D.A.; Kenangalem, E.; Simpson, J.A.; Poespoprodjo, J.R.; Sugiarto, P.; Anstey, N.M.; Price, R.N. Major burden of severe anemia from non-falciparum malaria species in Southern Papua: A hospital-based surveillance study. PLoS Med. 2013, 10, e1001575.
• Langford, S.; Douglas, N.M.; Lampah, D.A.; Simpson, J.A.; Kenangalem, E.; Sugiarto, P.; Anstey, N.M.; Poespoprodjo, J.R.; Price, R.N. Plasmodium malariae infection associated with a high burden of anemia: A hospital-based surveillance study. PLoS Neglected Trop. Dis. 2015, 9, e0004195.

Terms in the title (4)： 高度 ,  深層学習 ,  アーキテクチャ ,  マラリア