Modelling Paralinguistic Properties in Conversational Speech to Detect Bipolar Disorder and Borderline Personality Disorder

no code implementations • 18 Feb 2021 • Bo wang, Yue Wu, Nemanja Vaci, Maria Liakata, Terry Lyons, Kate E A Saunders

Bipolar disorder (BD) and borderline personality disorder (BPD) are two chronic mental health conditions that clinicians find challenging to distinguish based on clinical interviews, due to their overlapping symptoms.

An efficient representation of chronological events in medical texts

no code implementations • EMNLP (Louhi) 2020 • Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo Nevado-Holgado

In this work we addressed the problem of capturing sequential information contained in longitudinal electronic health records (EHRs).

Med7: a transferable clinical natural language processing model for electronic health records

2 code implementations • 3 Mar 2020 • Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Alejo Nevado-Holgado

In this work we introduced a named-entity recognition model for clinical natural language processing.

Medical Named Entity Recognition named-entity-recognition +4