Matches in SemOpenAlex for { <https://semopenalex.org/work/W3185834864> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W3185834864 abstract "Major depressive disorder (MDD) is a common mood disorder encountered worldwide. Early diagnosis has great importance to prevent the negative effects on the person. The aim of this study is to develop an objective method to differentiate MDD patients from healthy controls. Electroencephalography (EEG) signals taken from 16 MDD patients and 16 healthy subjects are analyzed according to the regions of the brain, and time-domain, frequency-domain, and nonlinear features were extracted. The feature sets are classified using five different classification algorithms. As a result of the study, a classification accuracy of 89.5% was yielded using the Bagging classifier with 7 features calculated from the central EEG channels." @default.
- W3185834864 created "2021-08-02" @default.
- W3185834864 creator A5012672901 @default.
- W3185834864 creator A5028880522 @default.
- W3185834864 creator A5033094271 @default.
- W3185834864 creator A5076417024 @default.
- W3185834864 creator A5088292562 @default.
- W3185834864 date "2021-06-09" @default.
- W3185834864 modified "2023-10-18" @default.
- W3185834864 title "An EEG and Machine Learning based Method for the Detection of Major Depressive Disorder" @default.
- W3185834864 cites W1005459783 @default.
- W3185834864 cites W2022152792 @default.
- W3185834864 cites W2045542163 @default.
- W3185834864 cites W2054931962 @default.
- W3185834864 cites W2116888785 @default.
- W3185834864 cites W2126719297 @default.
- W3185834864 cites W2157124852 @default.
- W3185834864 cites W2157684576 @default.
- W3185834864 cites W2479263883 @default.
- W3185834864 cites W2734935247 @default.
- W3185834864 cites W2788029111 @default.
- W3185834864 cites W2889245000 @default.
- W3185834864 cites W2895258853 @default.
- W3185834864 cites W2910136977 @default.
- W3185834864 cites W2914503519 @default.
- W3185834864 cites W2957822178 @default.
- W3185834864 cites W2996393987 @default.
- W3185834864 cites W3003417734 @default.
- W3185834864 cites W3080459878 @default.
- W3185834864 cites W3089319516 @default.
- W3185834864 doi "https://doi.org/10.1109/siu53274.2021.9477800" @default.
- W3185834864 hasPublicationYear "2021" @default.
- W3185834864 type Work @default.
- W3185834864 sameAs 3185834864 @default.
- W3185834864 citedByCount "1" @default.
- W3185834864 countsByYear W31858348642023 @default.
- W3185834864 crossrefType "proceedings-article" @default.
- W3185834864 hasAuthorship W3185834864A5012672901 @default.
- W3185834864 hasAuthorship W3185834864A5028880522 @default.
- W3185834864 hasAuthorship W3185834864A5033094271 @default.
- W3185834864 hasAuthorship W3185834864A5076417024 @default.
- W3185834864 hasAuthorship W3185834864A5088292562 @default.
- W3185834864 hasConcept C118552586 @default.
- W3185834864 hasConcept C119857082 @default.
- W3185834864 hasConcept C138885662 @default.
- W3185834864 hasConcept C153180895 @default.
- W3185834864 hasConcept C154945302 @default.
- W3185834864 hasConcept C15744967 @default.
- W3185834864 hasConcept C2776401178 @default.
- W3185834864 hasConcept C2780051608 @default.
- W3185834864 hasConcept C2780733359 @default.
- W3185834864 hasConcept C41008148 @default.
- W3185834864 hasConcept C41895202 @default.
- W3185834864 hasConcept C522805319 @default.
- W3185834864 hasConcept C52622490 @default.
- W3185834864 hasConcept C95623464 @default.
- W3185834864 hasConceptScore W3185834864C118552586 @default.
- W3185834864 hasConceptScore W3185834864C119857082 @default.
- W3185834864 hasConceptScore W3185834864C138885662 @default.
- W3185834864 hasConceptScore W3185834864C153180895 @default.
- W3185834864 hasConceptScore W3185834864C154945302 @default.
- W3185834864 hasConceptScore W3185834864C15744967 @default.
- W3185834864 hasConceptScore W3185834864C2776401178 @default.
- W3185834864 hasConceptScore W3185834864C2780051608 @default.
- W3185834864 hasConceptScore W3185834864C2780733359 @default.
- W3185834864 hasConceptScore W3185834864C41008148 @default.
- W3185834864 hasConceptScore W3185834864C41895202 @default.
- W3185834864 hasConceptScore W3185834864C522805319 @default.
- W3185834864 hasConceptScore W3185834864C52622490 @default.
- W3185834864 hasConceptScore W3185834864C95623464 @default.
- W3185834864 hasLocation W31858348641 @default.
- W3185834864 hasOpenAccess W3185834864 @default.
- W3185834864 hasPrimaryLocation W31858348641 @default.
- W3185834864 hasRelatedWork W2016461833 @default.
- W3185834864 hasRelatedWork W2022996092 @default.
- W3185834864 hasRelatedWork W2188464267 @default.
- W3185834864 hasRelatedWork W2382607599 @default.
- W3185834864 hasRelatedWork W2546942002 @default.
- W3185834864 hasRelatedWork W2784352036 @default.
- W3185834864 hasRelatedWork W2807311372 @default.
- W3185834864 hasRelatedWork W2905846897 @default.
- W3185834864 hasRelatedWork W3197541072 @default.
- W3185834864 hasRelatedWork W4367598285 @default.
- W3185834864 isParatext "false" @default.
- W3185834864 isRetracted "false" @default.
- W3185834864 magId "3185834864" @default.
- W3185834864 workType "article" @default.