FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208745718> ?p ?o ?g. }

• W3208745718 endingPage "1923" @default.
• W3208745718 startingPage "1903" @default.
• W3208745718 abstract "Cerebral microbleeds are small chronic vascular diseases that occur because of irregularities in the cerebrum vessels. Individuals and elderly people with brain injury and dementia can have small microbleeds in their brains. A recent study has shown that cerebral microbleeds could be remarkably risky in terms of life and can be riskier for patients with dementia. In this study, we proposed an efficient approach to automatically identify microbleeds by reducing the false positives in openly available susceptibility-weighted imaging (SWI) data samples. The proposed structure comprises two different pre-trained convolutional models with four stages. These stages include (i) skull removal and augmentation, (ii) making clusters of data samples using the k-mean classifier, (iii) reduction of false positives for efficient performance, and (iv) transfer-learning classification. The proposed technique was assessed using the SWI dataset available for 20 subjects. For our findings, we attained an accuracy of 97.26% with a 1.8% false-positive rate using data augmentation on the AlexNet transfer learning model and a 1.1% false-positive rate with 97.89% accuracy for the ResNet 50 model with data augmentation approaches. The results show that our models outperformed the existing approach for the detection of microbleeds." @default.
• W3208745718 created "2021-11-08" @default.
• W3208745718 creator A5013171598 @default.
• W3208745718 creator A5078765417 @default.
• W3208745718 date "2022-01-01" @default.
• W3208745718 modified "2023-09-26" @default.
• W3208745718 title "A Transfer Learning-Based Approach to Detect Cerebral Microbleeds" @default.
• W3208745718 cites W1995956679 @default.
• W3208745718 cites W2002608402 @default.
• W3208745718 cites W2015010735 @default.
• W3208745718 cites W2035028304 @default.
• W3208745718 cites W2074850442 @default.
• W3208745718 cites W2125022355 @default.
• W3208745718 cites W2134829539 @default.
• W3208745718 cites W2148568506 @default.
• W3208745718 cites W2151863209 @default.
• W3208745718 cites W2152409603 @default.
• W3208745718 cites W2160374540 @default.
• W3208745718 cites W2253429366 @default.
• W3208745718 cites W2333482645 @default.
• W3208745718 cites W2343172899 @default.
• W3208745718 cites W2345003174 @default.
• W3208745718 cites W2475249440 @default.
• W3208745718 cites W2493683088 @default.
• W3208745718 cites W2527609605 @default.
• W3208745718 cites W2595499435 @default.
• W3208745718 cites W2738255167 @default.
• W3208745718 cites W2739254607 @default.
• W3208745718 cites W2770000357 @default.
• W3208745718 cites W2791286326 @default.
• W3208745718 cites W2890517739 @default.
• W3208745718 cites W2910788234 @default.
• W3208745718 cites W2913929186 @default.
• W3208745718 cites W2945830658 @default.
• W3208745718 cites W2981817161 @default.
• W3208745718 cites W3040413552 @default.
• W3208745718 cites W3047434002 @default.
• W3208745718 cites W3115353113 @default.
• W3208745718 doi "https://doi.org/10.32604/cmc.2022.021930" @default.
• W3208745718 hasPublicationYear "2022" @default.
• W3208745718 type Work @default.
• W3208745718 sameAs 3208745718 @default.
• W3208745718 citedByCount "4" @default.
• W3208745718 countsByYear W32087457182022 @default.
• W3208745718 countsByYear W32087457182023 @default.
• W3208745718 crossrefType "journal-article" @default.
• W3208745718 hasAuthorship W3208745718A5013171598 @default.
• W3208745718 hasAuthorship W3208745718A5078765417 @default.
• W3208745718 hasBestOaLocation W32087457181 @default.
• W3208745718 hasConcept C126322002 @default.
• W3208745718 hasConcept C126838900 @default.
• W3208745718 hasConcept C143409427 @default.
• W3208745718 hasConcept C150899416 @default.
• W3208745718 hasConcept C153180895 @default.
• W3208745718 hasConcept C154945302 @default.
• W3208745718 hasConcept C15744967 @default.
• W3208745718 hasConcept C16246696 @default.
• W3208745718 hasConcept C169760540 @default.
• W3208745718 hasConcept C2779134260 @default.
• W3208745718 hasConcept C2779483572 @default.
• W3208745718 hasConcept C41008148 @default.
• W3208745718 hasConcept C58693492 @default.
• W3208745718 hasConcept C64869954 @default.
• W3208745718 hasConcept C71924100 @default.
• W3208745718 hasConcept C95922358 @default.
• W3208745718 hasConceptScore W3208745718C126322002 @default.
• W3208745718 hasConceptScore W3208745718C126838900 @default.
• W3208745718 hasConceptScore W3208745718C143409427 @default.
• W3208745718 hasConceptScore W3208745718C150899416 @default.
• W3208745718 hasConceptScore W3208745718C153180895 @default.
• W3208745718 hasConceptScore W3208745718C154945302 @default.
• W3208745718 hasConceptScore W3208745718C15744967 @default.
• W3208745718 hasConceptScore W3208745718C16246696 @default.
• W3208745718 hasConceptScore W3208745718C169760540 @default.
• W3208745718 hasConceptScore W3208745718C2779134260 @default.
• W3208745718 hasConceptScore W3208745718C2779483572 @default.
• W3208745718 hasConceptScore W3208745718C41008148 @default.
• W3208745718 hasConceptScore W3208745718C58693492 @default.
• W3208745718 hasConceptScore W3208745718C64869954 @default.
• W3208745718 hasConceptScore W3208745718C71924100 @default.
• W3208745718 hasConceptScore W3208745718C95922358 @default.
• W3208745718 hasIssue "1" @default.
• W3208745718 hasLocation W32087457181 @default.
• W3208745718 hasOpenAccess W3208745718 @default.
• W3208745718 hasPrimaryLocation W32087457181 @default.
• W3208745718 hasRelatedWork W2003125512 @default.
• W3208745718 hasRelatedWork W2050762184 @default.
• W3208745718 hasRelatedWork W2081105440 @default.
• W3208745718 hasRelatedWork W2102122784 @default.
• W3208745718 hasRelatedWork W2748952813 @default.
• W3208745718 hasRelatedWork W2899084033 @default.
• W3208745718 hasRelatedWork W2914010220 @default.
• W3208745718 hasRelatedWork W2927259948 @default.
• W3208745718 hasRelatedWork W3208745718 @default.
• W3208745718 hasRelatedWork W4313590644 @default.
• W3208745718 hasVolume "71" @default.
• W3208745718 isParatext "false" @default.
• W3208745718 isRetracted "false" @default.

• next