Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385774481> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W4385774481 abstract "The primary method for identifying mental disorders automatically has traditionally involved using binary classifiers. These classifiers are trained using behavioral data obtained from an interview setup. In this training process, data from individuals with the specific disorder under consideration are categorized as the positive class, while data from all other participants constitute the negative class. In practice, it is widely recognized that certain mental disorders share similar symptoms, causing the collected behavioral data to encompass a variety of attributes associated with multiple disorders. Consequently, attributes linked to the targeted mental disorder might also be present within the negative class. This data impurity may lead to sub-optimal training of the classifier for a mental disorder of interest. In this study, we investigate this hypothesis in the context of major depressive disorder (MDD) and post-traumatic stress disorder detection (PTSD). The results show that upon removal of such data impurity, MDD and PTSD detection performances are significantly improved." @default.
- W4385774481 created "2023-08-12" @default.
- W4385774481 creator A5036693781 @default.
- W4385774481 creator A5051349088 @default.
- W4385774481 date "2023-08-09" @default.
- W4385774481 modified "2023-10-18" @default.
- W4385774481 title "Analyzing the Effect of Data Impurity on the Detection Performances of Mental Disorders" @default.
- W4385774481 doi "https://doi.org/10.48550/arxiv.2308.05133" @default.
- W4385774481 hasPublicationYear "2023" @default.
- W4385774481 type Work @default.
- W4385774481 citedByCount "0" @default.
- W4385774481 crossrefType "posted-content" @default.
- W4385774481 hasAuthorship W4385774481A5036693781 @default.
- W4385774481 hasAuthorship W4385774481A5051349088 @default.
- W4385774481 hasBestOaLocation W43857744811 @default.
- W4385774481 hasConcept C12267149 @default.
- W4385774481 hasConcept C151730666 @default.
- W4385774481 hasConcept C154945302 @default.
- W4385774481 hasConcept C15744967 @default.
- W4385774481 hasConcept C2777212361 @default.
- W4385774481 hasConcept C2779343474 @default.
- W4385774481 hasConcept C2780051608 @default.
- W4385774481 hasConcept C2780733359 @default.
- W4385774481 hasConcept C41008148 @default.
- W4385774481 hasConcept C66905080 @default.
- W4385774481 hasConcept C70410870 @default.
- W4385774481 hasConcept C86803240 @default.
- W4385774481 hasConcept C95623464 @default.
- W4385774481 hasConceptScore W4385774481C12267149 @default.
- W4385774481 hasConceptScore W4385774481C151730666 @default.
- W4385774481 hasConceptScore W4385774481C154945302 @default.
- W4385774481 hasConceptScore W4385774481C15744967 @default.
- W4385774481 hasConceptScore W4385774481C2777212361 @default.
- W4385774481 hasConceptScore W4385774481C2779343474 @default.
- W4385774481 hasConceptScore W4385774481C2780051608 @default.
- W4385774481 hasConceptScore W4385774481C2780733359 @default.
- W4385774481 hasConceptScore W4385774481C41008148 @default.
- W4385774481 hasConceptScore W4385774481C66905080 @default.
- W4385774481 hasConceptScore W4385774481C70410870 @default.
- W4385774481 hasConceptScore W4385774481C86803240 @default.
- W4385774481 hasConceptScore W4385774481C95623464 @default.
- W4385774481 hasLocation W43857744811 @default.
- W4385774481 hasOpenAccess W4385774481 @default.
- W4385774481 hasPrimaryLocation W43857744811 @default.
- W4385774481 hasRelatedWork W1842739385 @default.
- W4385774481 hasRelatedWork W2039247195 @default.
- W4385774481 hasRelatedWork W2141727012 @default.
- W4385774481 hasRelatedWork W2393217312 @default.
- W4385774481 hasRelatedWork W2549006548 @default.
- W4385774481 hasRelatedWork W2563096758 @default.
- W4385774481 hasRelatedWork W2912397168 @default.
- W4385774481 hasRelatedWork W3014090928 @default.
- W4385774481 hasRelatedWork W4225852842 @default.
- W4385774481 hasRelatedWork W4281741377 @default.
- W4385774481 isParatext "false" @default.
- W4385774481 isRetracted "false" @default.
- W4385774481 workType "article" @default.