Natural Language Processing for Translational Data Science in Mental Healthcare

Abstract:
In this overview talk, I will first position the research domain of Translational Data Science, in the context of the COVIDA research programme on Dutch NLP for healthcare. Then, I will present our prognostic study on inpatient violence risk assessment by applying natural language processing techniques to clinical notes in patients’ electronic health records (Menger et al, 2019). Finally, I will discuss followup work where we try to better understand the performance of the best performing RNN model using LDA as a text representation method among others, which reminds us once more of the lingering issue of data quality in EHRs.

Meeting link

Please contact Mischa Hautvast for the meeting link.

Share on Facebook Share on X Share on LinkedIn ???shareWhatsApp??? Share by Mastodon