Research Publications

Publication title Authors Publication type Publication year Publication link
A Process Assessment Model for AI-Enabled Medical Device Software Gilbert Regan, Buddhika Gayashani Jayaneththi, Fergal Mc Caffery Conference Paper 2025
A Review of AI Life Cycle-Related Standards to Address AI-Enabled Medical Device Development Karla Aniela Cepeda-Zapata, Róisín Loughran, Tomás Ward, Fergal McCaffery Conference Paper 2025
A review of performance of recent YOLO models on cholecystectomy tool detection Muhammad Adil Raja, Róisín Loughran, Fergal Mc Caffery Journal Article 2025
AI in Music and Healthcare: A Comparative Survey Róisín Loughran, Ceara Treacy Conference Paper 2025
Bconds: Borderline counterfactual oversampling with noise elimination and density scoring Asifa Mehmood Qureshi, Abhishek Kaushik, Róisín Loughran, Fergal McCaffery 2025
Comparison of machine learning and deep learning models for change of direction classification using engineered features Pranay Jaiswal, Abhishek Kaushik, Fiona Lawless, Tiago Malaquias, Fergal McCaffery Conference Paper 2025
Comparison of Reinforcement Learning Models for a Testbed for UAV Target Tracking Jawad Mahmood, John Loane, Muhammad Adil Raja, Fergal McCaffery Conference Paper 2025
CRUD-Chain: A Brownie Based Medical Records Management System Mugdha Srivastava, Abhishek Kaushik, Róisín Loughran Conference Paper 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering Provia Kadusabe, Abhishek Kaushik, Fiona Lawless 2025
Enhancing basketball team strategies through predictive analytics of player performance Roshan Chandru, Abhishek Kaushik, Pranay Jaiswal Journal Article 2025