FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4306756967> ?p ?o ?g. }

• W4306756967 endingPage "106225" @default.
• W4306756967 startingPage "106225" @default.
• W4306756967 abstract "Normal life can be ensured for schizophrenic patients if diagnosed early. Electroencephalogram (EEG) carries information about the brain network connectivity which can be used to detect brain anomalies that are indicative of schizophrenia. Since deep learning is capable of automatically extracting the significant features and make classifications, the authors proposed a deep learning based model using RNN-LSTM to analyze the EEG signal data to diagnose schizophrenia. The proposed model used three dense layers on top of a 100 dimensional LSTM. EEG signal data of 45 schizophrenic patients and 39 healthy subjects were used in the study. Dimensionality reduction algorithm was used to obtain an optimal feature set and the classifier was run with both sets of data. An accuracy of 98% and 93.67% were obtained with the complete feature set and the reduced feature set respectively. The robustness of the model was evaluated using model performance measure and combined performance measure. Outcomes were compared with the outcome obtained with traditional machine learning classifiers such as Random Forest, SVM, FURIA, and AdaBoost, and the proposed model was found to perform better with the complete dataset. When compared with the result of the researchers who worked with the same set of data using either CNN or RNN, the proposed model's accuracy was either better or comparable to theirs." @default.
• W4306756967 created "2022-10-19" @default.
• W4306756967 creator A5011866574 @default.
• W4306756967 creator A5060795895 @default.
• W4306756967 creator A5089771051 @default.
• W4306756967 date "2022-12-01" @default.
• W4306756967 modified "2023-10-17" @default.
• W4306756967 title "A deep learning based model using RNN-LSTM for the Detection of Schizophrenia from EEG data" @default.
• W4306756967 cites W1969692299 @default.
• W4306756967 cites W1975082906 @default.
• W4306756967 cites W2030410423 @default.
• W4306756967 cites W2058711140 @default.
• W4306756967 cites W2072122428 @default.
• W4306756967 cites W2096715631 @default.
• W4306756967 cites W2111406541 @default.
• W4306756967 cites W2127070446 @default.
• W4306756967 cites W2127888526 @default.
• W4306756967 cites W2343617890 @default.
• W4306756967 cites W2480195998 @default.
• W4306756967 cites W2509382533 @default.
• W4306756967 cites W2623597509 @default.
• W4306756967 cites W2793528521 @default.
• W4306756967 cites W2795770252 @default.
• W4306756967 cites W2890120387 @default.
• W4306756967 cites W2967967941 @default.
• W4306756967 cites W2988427240 @default.
• W4306756967 cites W2997935828 @default.
• W4306756967 cites W3095388603 @default.
• W4306756967 cites W3099165740 @default.
• W4306756967 cites W3102402553 @default.
• W4306756967 cites W4211063728 @default.
• W4306756967 cites W4211145950 @default.
• W4306756967 doi "https://doi.org/10.1016/j.compbiomed.2022.106225" @default.
• W4306756967 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36306576" @default.
• W4306756967 hasPublicationYear "2022" @default.
• W4306756967 type Work @default.
• W4306756967 citedByCount "9" @default.
• W4306756967 countsByYear W43067569672023 @default.
• W4306756967 crossrefType "journal-article" @default.
• W4306756967 hasAuthorship W4306756967A5011866574 @default.
• W4306756967 hasAuthorship W4306756967A5060795895 @default.
• W4306756967 hasAuthorship W4306756967A5089771051 @default.
• W4306756967 hasConcept C104317684 @default.
• W4306756967 hasConcept C108583219 @default.
• W4306756967 hasConcept C118552586 @default.
• W4306756967 hasConcept C119857082 @default.
• W4306756967 hasConcept C12267149 @default.
• W4306756967 hasConcept C138885662 @default.
• W4306756967 hasConcept C141404830 @default.
• W4306756967 hasConcept C147168706 @default.
• W4306756967 hasConcept C153180895 @default.
• W4306756967 hasConcept C154945302 @default.
• W4306756967 hasConcept C15744967 @default.
• W4306756967 hasConcept C169258074 @default.
• W4306756967 hasConcept C185592680 @default.
• W4306756967 hasConcept C2776401178 @default.
• W4306756967 hasConcept C41008148 @default.
• W4306756967 hasConcept C41895202 @default.
• W4306756967 hasConcept C50644808 @default.
• W4306756967 hasConcept C522805319 @default.
• W4306756967 hasConcept C55493867 @default.
• W4306756967 hasConcept C58489278 @default.
• W4306756967 hasConcept C63479239 @default.
• W4306756967 hasConcept C70518039 @default.
• W4306756967 hasConceptScore W4306756967C104317684 @default.
• W4306756967 hasConceptScore W4306756967C108583219 @default.
• W4306756967 hasConceptScore W4306756967C118552586 @default.
• W4306756967 hasConceptScore W4306756967C119857082 @default.
• W4306756967 hasConceptScore W4306756967C12267149 @default.
• W4306756967 hasConceptScore W4306756967C138885662 @default.
• W4306756967 hasConceptScore W4306756967C141404830 @default.
• W4306756967 hasConceptScore W4306756967C147168706 @default.
• W4306756967 hasConceptScore W4306756967C153180895 @default.
• W4306756967 hasConceptScore W4306756967C154945302 @default.
• W4306756967 hasConceptScore W4306756967C15744967 @default.
• W4306756967 hasConceptScore W4306756967C169258074 @default.
• W4306756967 hasConceptScore W4306756967C185592680 @default.
• W4306756967 hasConceptScore W4306756967C2776401178 @default.
• W4306756967 hasConceptScore W4306756967C41008148 @default.
• W4306756967 hasConceptScore W4306756967C41895202 @default.
• W4306756967 hasConceptScore W4306756967C50644808 @default.
• W4306756967 hasConceptScore W4306756967C522805319 @default.
• W4306756967 hasConceptScore W4306756967C55493867 @default.
• W4306756967 hasConceptScore W4306756967C58489278 @default.
• W4306756967 hasConceptScore W4306756967C63479239 @default.
• W4306756967 hasConceptScore W4306756967C70518039 @default.
• W4306756967 hasLocation W43067569671 @default.
• W4306756967 hasLocation W43067569672 @default.
• W4306756967 hasOpenAccess W4306756967 @default.
• W4306756967 hasPrimaryLocation W43067569671 @default.
• W4306756967 hasRelatedWork W2789583223 @default.
• W4306756967 hasRelatedWork W2915047625 @default.
• W4306756967 hasRelatedWork W2953061907 @default.
• W4306756967 hasRelatedWork W3011239835 @default.
• W4306756967 hasRelatedWork W3032952384 @default.
• W4306756967 hasRelatedWork W3165907317 @default.
• W4306756967 hasRelatedWork W3185760728 @default.
• W4306756967 hasRelatedWork W4225394202 @default.

• next