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Making sense of violence risk predictions using clinical notes. (arXiv:2204.13976v1 [cs.LG])
May 2, 2022, 1:11 a.m. | Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit
cs.LG updates on arXiv.org arxiv.org
Violence risk assessment in psychiatric institutions enables interventions to
avoid violence incidents. Clinical notes written by practitioners and available
in electronic health records (EHR) are valuable resources that are seldom used
to their full potential. Previous studies have attempted to assess violence
risk in psychiatric patients using such notes, with acceptable performance.
However, they do not explain why classification works and how it can be
improved. We explore two methods to better understand the quality of a
classifier in the …
More from arxiv.org / cs.LG updates on arXiv.org
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