Text-based Interpretable Depression Severity Modeling via Symptom Predictions

Author:

Van Steijn Floris1ORCID,Sogancioglu Gizem1ORCID,Kaya Heysem1ORCID

Affiliation:

1. Department of Information and Computing Sciences, Utrecht University, Netherlands

Publisher

ACM

Reference48 articles.

1. Alan Akbik , Tanja Bergmann , Duncan Blythe , Kashif Rasul , Stefan Schweter , and Roland Vollgraf . 2019 . FLAIR: An easy-to-use framework for state-of-the-art NLP . In Proc. NAACL-HTL (Demonstrations). 54–59 . Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019. FLAIR: An easy-to-use framework for state-of-the-art NLP. In Proc. NAACL-HTL (Demonstrations). 54–59.

2. Interpretation of Depression Detection Models via Feature Selection Methods

3. Detecting Depression in Social Media using Fine-Grained Emotions

4. A Multimodal Approach for Mania Level Prediction in Bipolar Disorder

5. Tathagata Banerjee Matthew Kollada Pablo Gersberg Oscar Rodriguez Jane Tiller Andrew E Jaffe and John Reynders. 2021. Predicting Mood Disorder Symptoms with Remotely Collected Videos Using an Interpretable Multimodal Dynamic Attention Fusion Network. arXiv preprint arXiv:2109.03029(2021). Tathagata Banerjee Matthew Kollada Pablo Gersberg Oscar Rodriguez Jane Tiller Andrew E Jaffe and John Reynders. 2021. Predicting Mood Disorder Symptoms with Remotely Collected Videos Using an Interpretable Multimodal Dynamic Attention Fusion Network. arXiv preprint arXiv:2109.03029(2021).

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1. The effects of gender bias in word embeddings on patient phenotyping in the mental health domain;2023 11th International Conference on Affective Computing and Intelligent Interaction (ACII);2023-09-10

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