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Toward Suicidal Ideation Detection with Lexical Network Features and Machine Learning

In this study, we introduce a new network feature for detecting suicidal ideation from clinical texts and conduct various additional experiments to enrich the state of knowledge. We evaluate statistical features with and without stopwords, use lexical networks for feature extraction and classificati...

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Bibliografiset tiedot
Päätekijät: Ulya Bayram, William Lee, Daniel Santel, Ali Minai, Peggy Clark, Tracy Glauser, John Pestian
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Binghamton University Library 2022-04-01
Sarja:Northeast Journal of Complex Systems
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Linkit:https://orb.binghamton.edu/nejcs/vol4/iss1/2
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