Papers by Viktor Kaldo
Predicting Treatment Outcome from Patient Texts:The Case of Internet-Based Cognitive Behavioural Therapy (2021.eacl-main)
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Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo, Magnus Sahlgren
| Challenge: | Existing methods to predict treatment outcome are limited to text categorisation, but they can be applied to patient texts. |
| Approach: | They propose to use patient text as the only signal for predicting treatment outcome in Internet-based cognitive behavioural therapy for depression, social anxiety, and panic disorder. |
| Outcome: | The proposed method beats stratified random guessing by using a simple Bag of Words to predict treatment success and failure. |