Probabilistic emotion and sentiment modelling of patient-reported experiences

1 code implementation • 9 Jan 2024 • Curtis Murray, Lewis Mitchell, Jonathan Tuke, Mark Mackay

This study introduces a novel methodology for modelling patient emotions from online patient experience narratives.

Information Retrieval Recommendation Systems +1

Revealing Patient-Reported Experiences in Healthcare from Social Media using the DAPMAV Framework

no code implementations • 9 Oct 2022 • Curtis Murray, Lewis Mitchell, Jonathan Tuke, Mark Mackay

In this paper, we introduce the Design-Acquire-Process-Model-Analyse-Visualise (DAPMAV) framework to provide an overview of techniques and an approach to capture patient-reported experiences from social media data.

Symptom extraction from the narratives of personal experiences with COVID-19 on Reddit

1 code implementation • 21 May 2020 • Curtis Murray, Lewis Mitchell, Jonathan Tuke, Mark Mackay

In particular, when individuals self-report their experiences over the course of the virus on social media, it can allow for identification of the emotions each stage of symptoms engenders in the patient.

Sentiment Analysis