Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387056845> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4387056845 abstract "The human brain is an extremely intricate and fascinating organ that is made up of the cerebrum, cerebellum, and brainstem and is protected by the skull. Brain stroke is recognized as a potentially fatal condition brought on by an unfavorable obstruction in the arteries supplying the brain. The severity of brain stroke may be reduced or controlled with its early prognosis to lessen the mortality rate and lead to good health. This paper proposed a technique to predict brain strokes with high accuracy. The model was constructed using data related to brain strokes. The aim of this work is to use Multi Layer Perceptron (MLP) as a classification technique for stroke data and used multi-optimizers that include Adaptive moment estimation with Maximum (AdaMax), Root Mean Squared Propagation (RMSProp) and Adaptive learning rate method (Adadelta). The experiment shows RMSProp optimizer is best with a data training accuracy of 95.8% and a value for data testing accuracy of 94.9%. The novelty of work is to incorporate multiple optimizers alongside the MLP classifier which offers a comprehensive approach to stroke prediction, providing a more robust and accurate solution. The obtained results underscore the effectiveness of the proposed methodology in enhancing the accuracy of brain stroke detection, thereby paving the way for potential advancements in medical diagnosis and treatment." @default.
- W4387056845 created "2023-09-27" @default.
- W4387056845 creator A5007375756 @default.
- W4387056845 creator A5011141471 @default.
- W4387056845 creator A5013054905 @default.
- W4387056845 creator A5048859324 @default.
- W4387056845 creator A5054665267 @default.
- W4387056845 creator A5055907404 @default.
- W4387056845 creator A5077421548 @default.
- W4387056845 date "2023-09-25" @default.
- W4387056845 modified "2023-10-14" @default.
- W4387056845 title "Enhancing accuracy in brain stroke detection: Multi-layer perceptron with Adadelta, RMSProp and AdaMax optimizers" @default.
- W4387056845 cites W2041645861 @default.
- W4387056845 cites W2060699509 @default.
- W4387056845 cites W2089574592 @default.
- W4387056845 cites W2129613163 @default.
- W4387056845 cites W2513420276 @default.
- W4387056845 cites W2787325560 @default.
- W4387056845 cites W2791453970 @default.
- W4387056845 cites W2954507261 @default.
- W4387056845 cites W2980125438 @default.
- W4387056845 cites W2990888438 @default.
- W4387056845 cites W3003683721 @default.
- W4387056845 cites W3034695706 @default.
- W4387056845 cites W3046111136 @default.
- W4387056845 cites W3081400571 @default.
- W4387056845 cites W3094060512 @default.
- W4387056845 cites W3123859422 @default.
- W4387056845 cites W3161494350 @default.
- W4387056845 cites W3202879487 @default.
- W4387056845 cites W4207029596 @default.
- W4387056845 cites W4210598198 @default.
- W4387056845 cites W4221027618 @default.
- W4387056845 cites W4223410911 @default.
- W4387056845 cites W4281257637 @default.
- W4387056845 cites W4281259346 @default.
- W4387056845 cites W4283315123 @default.
- W4387056845 cites W4290725485 @default.
- W4387056845 cites W4293732104 @default.
- W4387056845 cites W4309343204 @default.
- W4387056845 cites W4313453779 @default.
- W4387056845 cites W4313574424 @default.
- W4387056845 cites W4316468811 @default.
- W4387056845 cites W4323848631 @default.
- W4387056845 doi "https://doi.org/10.3389/fbioe.2023.1257591" @default.
- W4387056845 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37823024" @default.
- W4387056845 hasPublicationYear "2023" @default.
- W4387056845 type Work @default.
- W4387056845 citedByCount "0" @default.
- W4387056845 crossrefType "journal-article" @default.
- W4387056845 hasAuthorship W4387056845A5007375756 @default.
- W4387056845 hasAuthorship W4387056845A5011141471 @default.
- W4387056845 hasAuthorship W4387056845A5013054905 @default.
- W4387056845 hasAuthorship W4387056845A5048859324 @default.
- W4387056845 hasAuthorship W4387056845A5054665267 @default.
- W4387056845 hasAuthorship W4387056845A5055907404 @default.
- W4387056845 hasAuthorship W4387056845A5077421548 @default.
- W4387056845 hasBestOaLocation W43870568451 @default.
- W4387056845 hasConcept C127413603 @default.
- W4387056845 hasConcept C153180895 @default.
- W4387056845 hasConcept C154945302 @default.
- W4387056845 hasConcept C179717631 @default.
- W4387056845 hasConcept C2780645631 @default.
- W4387056845 hasConcept C41008148 @default.
- W4387056845 hasConcept C50644808 @default.
- W4387056845 hasConcept C60908668 @default.
- W4387056845 hasConcept C78519656 @default.
- W4387056845 hasConceptScore W4387056845C127413603 @default.
- W4387056845 hasConceptScore W4387056845C153180895 @default.
- W4387056845 hasConceptScore W4387056845C154945302 @default.
- W4387056845 hasConceptScore W4387056845C179717631 @default.
- W4387056845 hasConceptScore W4387056845C2780645631 @default.
- W4387056845 hasConceptScore W4387056845C41008148 @default.
- W4387056845 hasConceptScore W4387056845C50644808 @default.
- W4387056845 hasConceptScore W4387056845C60908668 @default.
- W4387056845 hasConceptScore W4387056845C78519656 @default.
- W4387056845 hasLocation W43870568451 @default.
- W4387056845 hasLocation W43870568452 @default.
- W4387056845 hasOpenAccess W4387056845 @default.
- W4387056845 hasPrimaryLocation W43870568451 @default.
- W4387056845 hasRelatedWork W2019891950 @default.
- W4387056845 hasRelatedWork W2033914206 @default.
- W4387056845 hasRelatedWork W2042327336 @default.
- W4387056845 hasRelatedWork W2076543106 @default.
- W4387056845 hasRelatedWork W2085842814 @default.
- W4387056845 hasRelatedWork W2362514456 @default.
- W4387056845 hasRelatedWork W2492135063 @default.
- W4387056845 hasRelatedWork W2523437662 @default.
- W4387056845 hasRelatedWork W2766585573 @default.
- W4387056845 hasRelatedWork W4387048144 @default.
- W4387056845 hasVolume "11" @default.
- W4387056845 isParatext "false" @default.
- W4387056845 isRetracted "false" @default.
- W4387056845 workType "article" @default.