Sökning: onr:"swepub:oai:DiVA.org:lnu-112655" >
Predicting treatmen...
Predicting treatment outcome from patient texts : The case of internet-based cognitive behavioural therapy
-
- Gogoulou, Evangelia (författare)
- RISE,Datavetenskap,RISE, Sweden
-
- Boman, Magnus (författare)
- KTH,Programvaruteknik och datorsystem, SCS,KTH Royal instute of technology, Sweden
-
- Ben Abdesslem, Fehmi (författare)
- RISE,Datavetenskap,RISE, Sweden
-
visa fler...
-
- Isacsson, Nils (författare)
- Karolinska institutet, Sweden
-
- Kaldo, Viktor, Professor (författare)
- Linnéuniversitetet,Institutionen för psykologi (PSY),Karolinska Institute, Sweden; Linnaeus University, Sweden
-
- Sahlgren, Magnus (författare)
- RISE,Datavetenskap,RISE, Sweden
-
visa färre...
-
(creator_code:org_t)
- Association for Computational Linguistics (ACL), 2021
- 2021
- Engelska.
-
Ingår i: EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. - : Association for Computational Linguistics (ACL). - 9781954085022 ; , s. 575-580
- Relaterad länk:
-
https://urn.kb.se/re...
-
visa fler...
-
https://urn.kb.se/re...
-
https://urn.kb.se/re...
-
visa färre...
Abstract
Ämnesord
Stäng
- We investigate the feasibility of applying standard text categorisation methods to patient text in order to predict treatment outcome in Internet-based cognitive behavioural therapy. The data set is unique in its detail and size for regular care for depression, social anxiety, and panic disorder. Our results indicate that there is a signal in the depression data, albeit a weak one. We also perform terminological and sentiment analysis, which confirm those results. © 2021 Association for Computational Linguistics
Ämnesord
- SAMHÄLLSVETENSKAP -- Psykologi (hsv//swe)
- SOCIAL SCIENCES -- Psychology (hsv//eng)
- SAMHÄLLSVETENSKAP -- Psykologi -- Tillämpad psykologi (hsv//swe)
- SOCIAL SCIENCES -- Psychology -- Applied Psychology (hsv//eng)
Nyckelord
- Computational linguistics
- Sentiment analysis
- Data set
- Internet based
- Social anxieties
- Treatment outcomes
- Patient treatment
- Psychology
- Psykologi
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
Hitta via bibliotek
Till lärosätets databas