Classifying patient voice in social media data using neural networks: A comparison of AI models on different data sources and therapeutic domains

no code implementations • 30 Nov 2023 • Giorgos Lysandrou, Roma English Owen, Vanja Popovic, Grant Le Brun, Beatrice Alex, Elizabeth A. L. Fairley

We used linguistic analysis to understand and identify similarities between datasets, across patient language, between data sources (Reddit, SocialGist) and therapeutic domains (cardiovascular, oncology, immunology, neurology).

Comparative Analysis of Drug-GPT and ChatGPT LLMs for Healthcare Insights: Evaluating Accuracy and Relevance in Patient and HCP Contexts

no code implementations • 24 Jul 2023 • Giorgos Lysandrou, Roma English Owen, Kirsty Mursec, Grant Le Brun, Elizabeth A. L. Fairley

This study presents a comparative analysis of three Generative Pre-trained Transformer (GPT) solutions in a question and answer (Q&A) setting: Drug-GPT 3, Drug-GPT 4, and ChatGPT, in the context of healthcare applications.