Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204666784> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3204666784 abstract "It is no secret today that quality software has a higher superiority than leading technology solutions in computer vision. Remarkable advancement has been achieved in ultrasound image classification, essentially because of the availability of large-scale annotated datasets and deep convolutional neural networks (CNN). Applying CNN in the sphere of medicine is also becoming an active and attractive research area for researchers. In this paper, we introduce an efficient method for the classification of fetal ultrasound images using CNN. To classify these images, we collected four types of fetal ultrasound images from hospitals and internet sources. We first analyze and evaluate various CNN models such as AlexNet, Inception_v3, and MobileNet_v1 for training and testing. Then, the results of these CNN models are quantitatively compared with the proposed model in accuracy and speed. The results show that the proposed classification method can be recognized faster without compromising performance and adjust the ultrasound image parameters quickly and automatically. The proposed CNN model’s weight size is less than 1[Formula: see text]Mb and can be used on mobile or embedded operating systems. We also developed and tested the application on the Android operating system-based mobile device." @default.
- W3204666784 created "2021-10-11" @default.
- W3204666784 creator A5017599793 @default.
- W3204666784 creator A5023896107 @default.
- W3204666784 creator A5034565243 @default.
- W3204666784 creator A5036343089 @default.
- W3204666784 creator A5054140053 @default.
- W3204666784 creator A5074925123 @default.
- W3204666784 date "2021-11-17" @default.
- W3204666784 modified "2023-10-02" @default.
- W3204666784 title "An improvement for the automatic classification method for ultrasound images used on CNN" @default.
- W3204666784 cites W1516595210 @default.
- W3204666784 cites W1570613334 @default.
- W3204666784 cites W1641498739 @default.
- W3204666784 cites W16705017 @default.
- W3204666784 cites W1861492603 @default.
- W3204666784 cites W1871050032 @default.
- W3204666784 cites W1901943601 @default.
- W3204666784 cites W2008120479 @default.
- W3204666784 cites W2037227137 @default.
- W3204666784 cites W2084783417 @default.
- W3204666784 cites W2109255472 @default.
- W3204666784 cites W2112467442 @default.
- W3204666784 cites W2117539524 @default.
- W3204666784 cites W2120350806 @default.
- W3204666784 cites W2151103935 @default.
- W3204666784 cites W2154956324 @default.
- W3204666784 cites W2183341477 @default.
- W3204666784 cites W2216351247 @default.
- W3204666784 cites W2253429366 @default.
- W3204666784 cites W2293063104 @default.
- W3204666784 cites W2400264455 @default.
- W3204666784 cites W2613049942 @default.
- W3204666784 cites W2618530766 @default.
- W3204666784 cites W2989184872 @default.
- W3204666784 cites W3021993456 @default.
- W3204666784 cites W3093772395 @default.
- W3204666784 cites W3125537303 @default.
- W3204666784 cites W4237988928 @default.
- W3204666784 doi "https://doi.org/10.1142/s0219691321500545" @default.
- W3204666784 hasPublicationYear "2021" @default.
- W3204666784 type Work @default.
- W3204666784 sameAs 3204666784 @default.
- W3204666784 citedByCount "15" @default.
- W3204666784 countsByYear W32046667842022 @default.
- W3204666784 countsByYear W32046667842023 @default.
- W3204666784 crossrefType "journal-article" @default.
- W3204666784 hasAuthorship W3204666784A5017599793 @default.
- W3204666784 hasAuthorship W3204666784A5023896107 @default.
- W3204666784 hasAuthorship W3204666784A5034565243 @default.
- W3204666784 hasAuthorship W3204666784A5036343089 @default.
- W3204666784 hasAuthorship W3204666784A5054140053 @default.
- W3204666784 hasAuthorship W3204666784A5074925123 @default.
- W3204666784 hasConcept C108583219 @default.
- W3204666784 hasConcept C111919701 @default.
- W3204666784 hasConcept C115961682 @default.
- W3204666784 hasConcept C153180895 @default.
- W3204666784 hasConcept C154945302 @default.
- W3204666784 hasConcept C186967261 @default.
- W3204666784 hasConcept C199360897 @default.
- W3204666784 hasConcept C2777904410 @default.
- W3204666784 hasConcept C31972630 @default.
- W3204666784 hasConcept C41008148 @default.
- W3204666784 hasConcept C557433098 @default.
- W3204666784 hasConcept C75294576 @default.
- W3204666784 hasConcept C81363708 @default.
- W3204666784 hasConceptScore W3204666784C108583219 @default.
- W3204666784 hasConceptScore W3204666784C111919701 @default.
- W3204666784 hasConceptScore W3204666784C115961682 @default.
- W3204666784 hasConceptScore W3204666784C153180895 @default.
- W3204666784 hasConceptScore W3204666784C154945302 @default.
- W3204666784 hasConceptScore W3204666784C186967261 @default.
- W3204666784 hasConceptScore W3204666784C199360897 @default.
- W3204666784 hasConceptScore W3204666784C2777904410 @default.
- W3204666784 hasConceptScore W3204666784C31972630 @default.
- W3204666784 hasConceptScore W3204666784C41008148 @default.
- W3204666784 hasConceptScore W3204666784C557433098 @default.
- W3204666784 hasConceptScore W3204666784C75294576 @default.
- W3204666784 hasConceptScore W3204666784C81363708 @default.
- W3204666784 hasIssue "02" @default.
- W3204666784 hasLocation W32046667841 @default.
- W3204666784 hasOpenAccess W3204666784 @default.
- W3204666784 hasPrimaryLocation W32046667841 @default.
- W3204666784 hasRelatedWork W2470368200 @default.
- W3204666784 hasRelatedWork W2766604260 @default.
- W3204666784 hasRelatedWork W2912288872 @default.
- W3204666784 hasRelatedWork W2986507176 @default.
- W3204666784 hasRelatedWork W2996856019 @default.
- W3204666784 hasRelatedWork W3018421652 @default.
- W3204666784 hasRelatedWork W3160224718 @default.
- W3204666784 hasRelatedWork W3160711233 @default.
- W3204666784 hasRelatedWork W4220996320 @default.
- W3204666784 hasRelatedWork W4281780675 @default.
- W3204666784 hasVolume "20" @default.
- W3204666784 isParatext "false" @default.
- W3204666784 isRetracted "false" @default.
- W3204666784 magId "3204666784" @default.
- W3204666784 workType "article" @default.