FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200384181> ?p ?o ?g. }

• W4200384181 endingPage "2343" @default.
• W4200384181 startingPage "2343" @default.
• W4200384181 abstract "The wide prevalence of brain tumors in all age groups necessitates having the ability to make an early and accurate identification of the tumor type and thus select the most appropriate treatment plans. The application of convolutional neural networks (CNNs) has helped radiologists to more accurately classify the type of brain tumor from magnetic resonance images (MRIs). The learning of CNN suffers from overfitting if a suboptimal number of MRIs are introduced to the system. Recognized as the current best solution to this problem, the augmentation method allows for the optimization of the learning stage and thus maximizes the overall efficiency. The main objective of this study is to examine the efficacy of a new approach to the classification of brain tumor MRIs through the use of a VGG19 features extractor coupled with one of three types of classifiers. A progressive growing generative adversarial network (PGGAN) augmentation model is used to produce 'realistic' MRIs of brain tumors and help overcome the shortage of images needed for deep learning. Results indicated the ability of our framework to classify gliomas, meningiomas, and pituitary tumors more accurately than in previous studies with an accuracy of 98.54%. Other performance metrics were also examined." @default.
• W4200384181 created "2021-12-31" @default.
• W4200384181 creator A5020844643 @default.
• W4200384181 creator A5044265729 @default.
• W4200384181 creator A5091759632 @default.
• W4200384181 date "2021-12-13" @default.
• W4200384181 modified "2023-10-05" @default.
• W4200384181 title "Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation" @default.
• W4200384181 cites W1990550880 @default.
• W4200384181 cites W2010450173 @default.
• W4200384181 cites W2041971688 @default.
• W4200384181 cites W2182098131 @default.
• W4200384181 cites W2576764453 @default.
• W4200384181 cites W2592929672 @default.
• W4200384181 cites W2618530766 @default.
• W4200384181 cites W2621028221 @default.
• W4200384181 cites W2744130673 @default.
• W4200384181 cites W2765982206 @default.
• W4200384181 cites W2773164951 @default.
• W4200384181 cites W2782620387 @default.
• W4200384181 cites W2791822495 @default.
• W4200384181 cites W2799291955 @default.
• W4200384181 cites W2805773775 @default.
• W4200384181 cites W2810323699 @default.
• W4200384181 cites W2895992674 @default.
• W4200384181 cites W2897188827 @default.
• W4200384181 cites W2901030517 @default.
• W4200384181 cites W2947557691 @default.
• W4200384181 cites W2947735999 @default.
• W4200384181 cites W2955805844 @default.
• W4200384181 cites W2985371144 @default.
• W4200384181 cites W2988141759 @default.
• W4200384181 cites W3021001507 @default.
• W4200384181 cites W3033502122 @default.
• W4200384181 cites W3081748421 @default.
• W4200384181 cites W3088047400 @default.
• W4200384181 cites W3098741364 @default.
• W4200384181 cites W3105282616 @default.
• W4200384181 cites W3172600045 @default.
• W4200384181 cites W4211220688 @default.
• W4200384181 doi "https://doi.org/10.3390/diagnostics11122343" @default.
• W4200384181 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34943580" @default.
• W4200384181 hasPublicationYear "2021" @default.
• W4200384181 type Work @default.
• W4200384181 citedByCount "25" @default.
• W4200384181 countsByYear W42003841812022 @default.
• W4200384181 countsByYear W42003841812023 @default.
• W4200384181 crossrefType "journal-article" @default.
• W4200384181 hasAuthorship W4200384181A5020844643 @default.
• W4200384181 hasAuthorship W4200384181A5044265729 @default.
• W4200384181 hasAuthorship W4200384181A5091759632 @default.
• W4200384181 hasBestOaLocation W42003841811 @default.
• W4200384181 hasConcept C108583219 @default.
• W4200384181 hasConcept C115961682 @default.
• W4200384181 hasConcept C117978034 @default.
• W4200384181 hasConcept C119857082 @default.
• W4200384181 hasConcept C126838900 @default.
• W4200384181 hasConcept C127413603 @default.
• W4200384181 hasConcept C138885662 @default.
• W4200384181 hasConcept C142724271 @default.
• W4200384181 hasConcept C143409427 @default.
• W4200384181 hasConcept C153180895 @default.
• W4200384181 hasConcept C154945302 @default.
• W4200384181 hasConcept C194051981 @default.
• W4200384181 hasConcept C21880701 @default.
• W4200384181 hasConcept C22019652 @default.
• W4200384181 hasConcept C2776401178 @default.
• W4200384181 hasConcept C2778137410 @default.
• W4200384181 hasConcept C2779130545 @default.
• W4200384181 hasConcept C41008148 @default.
• W4200384181 hasConcept C41895202 @default.
• W4200384181 hasConcept C50644808 @default.
• W4200384181 hasConcept C71924100 @default.
• W4200384181 hasConcept C75294576 @default.
• W4200384181 hasConcept C81363708 @default.
• W4200384181 hasConceptScore W4200384181C108583219 @default.
• W4200384181 hasConceptScore W4200384181C115961682 @default.
• W4200384181 hasConceptScore W4200384181C117978034 @default.
• W4200384181 hasConceptScore W4200384181C119857082 @default.
• W4200384181 hasConceptScore W4200384181C126838900 @default.
• W4200384181 hasConceptScore W4200384181C127413603 @default.
• W4200384181 hasConceptScore W4200384181C138885662 @default.
• W4200384181 hasConceptScore W4200384181C142724271 @default.
• W4200384181 hasConceptScore W4200384181C143409427 @default.
• W4200384181 hasConceptScore W4200384181C153180895 @default.
• W4200384181 hasConceptScore W4200384181C154945302 @default.
• W4200384181 hasConceptScore W4200384181C194051981 @default.
• W4200384181 hasConceptScore W4200384181C21880701 @default.
• W4200384181 hasConceptScore W4200384181C22019652 @default.
• W4200384181 hasConceptScore W4200384181C2776401178 @default.
• W4200384181 hasConceptScore W4200384181C2778137410 @default.
• W4200384181 hasConceptScore W4200384181C2779130545 @default.
• W4200384181 hasConceptScore W4200384181C41008148 @default.
• W4200384181 hasConceptScore W4200384181C41895202 @default.
• W4200384181 hasConceptScore W4200384181C50644808 @default.
• W4200384181 hasConceptScore W4200384181C71924100 @default.
• W4200384181 hasConceptScore W4200384181C75294576 @default.
• W4200384181 hasConceptScore W4200384181C81363708 @default.

• next