Research Publications

Publication title Authors Publication type Publication year Publication link
A Framework for LLM-Guided and ISO 5338-Aligned Data Engineering in Medical Device Adverse Event Reporting Muhammad Muaz, Zaffar Haider Janjua, Roisin Loughran, Niamh St John Lynch Conference Paper 2026
A Single Regulatory Framework for AI‑Enabled Medical Devices: Implications of the EU Simplification Digital Package and Omnibus Proposal N St John Lynch, R Loughran, M Mc Hugh, F McCaffery Journal Article 2026
A Survey of the Applications of Large Language Models in the Educational Sector Fadzai Ethel Muchina, Abhinav Damle, Sargam Yadav, Abhishek Kaushik, Daniel Blake Morris Journal Article 2026
Agentic AI for Change Management: A Case Study of the AI Change Management Process Assessment for Medical Device Manufacturers N St John Lynch, M Mc Hugh, R Loughran, F McCaffery Journal Article 2026
Aligning the AI Act and the MDR/IVDR: What the AI Act simplification proposal means for AI-enabled medical devices N St John Lynch, R Loughran, M Mc Hugh, F McCaffery Journal Article 2026
Analyzing Projection Patterns and Alignment Biases of Large Language Models as Socio-Political Simulators Shivangi Dubey, Himansh Arora, Abhishek Kaushik Journal Article 2026
Contextual Misogyny Detection in Code-Mixed Hindi-English Sargam Yadav, Abhishek Kaushik, Kevin McDaid Conference Paper 2026
Cross-Domain Self-supervised Representation Learning for Change-of-Direction Classification Using Wearable Sensors Pranay Jaiswal, Abhishek Kaushik, Fiona Lawless, Tiago Malaquias, Fergal McCaffery Conference Paper 2026
Evaluating the Impact of Situation Testing on SMOTE-Based Sampling Techniques for Bias Maliheh Heidarpour Shahrezaei, Kevin Mc Daid, Róisín Loughran Conference Paper 2026
Exploring Hate Speech Classification in Low-Resource Languages: A Comprehensive Review Sargam Yadav, Abhishek Kaushik, Kevin McDaid Journal Article 2026