FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3035978040> ?p ?o ?g. }

• W3035978040 endingPage "884" @default.
• W3035978040 startingPage "875" @default.
• W3035978040 abstract "Patients with severe depressive symptoms are exposed to high suicidal risk. Since assessing depressive symptoms is either implicated by variability among subjects and clinicians or by time-consuming procedures, it is difficult to do objectively and effortlessly. There is a need for automatic approaches to estimate them. Previous investigations on speech-based severity’s categorical assignment predominantly focused on distinguishing depressive disorders from healthy. This article presents an automatic assessment system of severe self-reported depressive symptoms (SSDSs) to classify speakers with severe depressive symptoms from normal and not so severe ones. First, modulation-domain spectral centroid mean (MSCM) features characterizing severe depressive symptoms are extracted. Subsequently, aiming at the problems of limited and imbalanced training data, we establish variance-weighted sum-to- <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>${H}$ </tex-math></inline-formula> constraint ( <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink> <tex-math notation=LaTeX>${H}$ </tex-math></inline-formula> is an adjustable parameter) collaborative representation-based classification (VWSC-CRC) method to exploit interclass separability between SSDS and non-SSDS. The proposed system (MSCM–VWSC-CRC) was evaluated on the small and imbalanced data set from AVEC2013 by dominant metrics, such as F1-score and area under the precision–recall curve (AU-PRC), as well as auxiliary indices, including specificity, recall (sensitivity), precision, accuracy, and area under the receiver operating characteristic curve (AU-ROC) as needed. The results exhibit a clear advantage over three important systems in the literature. The gains of this article are likely to lay the substantive groundwork to assist clinicians in automatically screening subjects with severe depressive symptoms so as to facilitate the diagnosis of the corresponding psychological disorders." @default.
• W3035978040 created "2020-06-25" @default.
• W3035978040 creator A5018876352 @default.
• W3035978040 creator A5024868681 @default.
• W3035978040 creator A5030551631 @default.
• W3035978040 creator A5040849068 @default.
• W3035978040 creator A5043557814 @default.
• W3035978040 creator A5051892741 @default.
• W3035978040 date "2021-12-01" @default.
• W3035978040 modified "2023-10-18" @default.
• W3035978040 title "Automatic Assessment for Severe Self-Reported Depressive Symptoms Using Speech Cues" @default.
• W3035978040 cites W1454884387 @default.
• W3035978040 cites W1552131823 @default.
• W3035978040 cites W1971332722 @default.
• W3035978040 cites W1972723949 @default.
• W3035978040 cites W1976066595 @default.
• W3035978040 cites W1976526581 @default.
• W3035978040 cites W1981656674 @default.
• W3035978040 cites W1990043338 @default.
• W3035978040 cites W2000149402 @default.
• W3035978040 cites W2002725054 @default.
• W3035978040 cites W2003502731 @default.
• W3035978040 cites W2004491663 @default.
• W3035978040 cites W2007119422 @default.
• W3035978040 cites W2010632490 @default.
• W3035978040 cites W2012368382 @default.
• W3035978040 cites W2018096495 @default.
• W3035978040 cites W204854131 @default.
• W3035978040 cites W2054392851 @default.
• W3035978040 cites W2054563771 @default.
• W3035978040 cites W2057393928 @default.
• W3035978040 cites W2060041041 @default.
• W3035978040 cites W2069138182 @default.
• W3035978040 cites W2071268704 @default.
• W3035978040 cites W2075012882 @default.
• W3035978040 cites W2088846517 @default.
• W3035978040 cites W2090777335 @default.
• W3035978040 cites W2090861223 @default.
• W3035978040 cites W2091496955 @default.
• W3035978040 cites W2098502158 @default.
• W3035978040 cites W2103011877 @default.
• W3035978040 cites W2103253424 @default.
• W3035978040 cites W2107018169 @default.
• W3035978040 cites W2118978333 @default.
• W3035978040 cites W2129812935 @default.
• W3035978040 cites W2132467081 @default.
• W3035978040 cites W2135070170 @default.
• W3035978040 cites W2137009853 @default.
• W3035978040 cites W2144723972 @default.
• W3035978040 cites W2148154194 @default.
• W3035978040 cites W2148822124 @default.
• W3035978040 cites W2153635508 @default.
• W3035978040 cites W2172110927 @default.
• W3035978040 cites W2251335235 @default.
• W3035978040 cites W2402715013 @default.
• W3035978040 cites W2433422748 @default.
• W3035978040 cites W2607644382 @default.
• W3035978040 cites W2736814566 @default.
• W3035978040 cites W2756807093 @default.
• W3035978040 cites W2766211031 @default.
• W3035978040 cites W2911964244 @default.
• W3035978040 cites W4230674625 @default.
• W3035978040 cites W4235190452 @default.
• W3035978040 cites W4300402905 @default.
• W3035978040 cites W646598831 @default.
• W3035978040 doi "https://doi.org/10.1109/tcds.2020.3002512" @default.
• W3035978040 hasPublicationYear "2021" @default.
• W3035978040 type Work @default.
• W3035978040 sameAs 3035978040 @default.
• W3035978040 citedByCount "1" @default.
• W3035978040 countsByYear W30359780402022 @default.
• W3035978040 crossrefType "journal-article" @default.
• W3035978040 hasAuthorship W3035978040A5018876352 @default.
• W3035978040 hasAuthorship W3035978040A5024868681 @default.
• W3035978040 hasAuthorship W3035978040A5030551631 @default.
• W3035978040 hasAuthorship W3035978040A5040849068 @default.
• W3035978040 hasAuthorship W3035978040A5043557814 @default.
• W3035978040 hasAuthorship W3035978040A5051892741 @default.
• W3035978040 hasConcept C100660578 @default.
• W3035978040 hasConcept C11413529 @default.
• W3035978040 hasConcept C118552586 @default.
• W3035978040 hasConcept C119857082 @default.
• W3035978040 hasConcept C153180895 @default.
• W3035978040 hasConcept C154945302 @default.
• W3035978040 hasConcept C15744967 @default.
• W3035978040 hasConcept C177264268 @default.
• W3035978040 hasConcept C180747234 @default.
• W3035978040 hasConcept C199360897 @default.
• W3035978040 hasConcept C204321447 @default.
• W3035978040 hasConcept C3019858935 @default.
• W3035978040 hasConcept C41008148 @default.
• W3035978040 hasConcept C5274069 @default.
• W3035978040 hasConcept C558461103 @default.
• W3035978040 hasConcept C58471807 @default.
• W3035978040 hasConcept C71924100 @default.
• W3035978040 hasConceptScore W3035978040C100660578 @default.
• W3035978040 hasConceptScore W3035978040C11413529 @default.
• W3035978040 hasConceptScore W3035978040C118552586 @default.

• next