Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data. - Declan Grant; Bartlomiej W. Papiez; Guy Parsons; Lionel Tarassenko; Adam Mahdi (MIUA, 2021)

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection. - Benjamin Walker 001; Felix Krones; Ivan Kiskin; Guy Parsons; Terence Lyons; Adam Mahdi (CinC, 2022)

Explaining Chest X-Ray Pathologies in Natural Language. - Maxime Kayser; Cornelius Emde; Oana-Maria Camburu; Guy Parsons; Bartlomiej W. Papiez; Thomas Lukasiewicz (MICCAI (5), 2022)

Multimodal Cardiomegaly Classification with Image-Derived Digital Biomarkers. - Benjamin Duvieusart; Felix Krones; Guy Parsons; Lionel Tarassenko; Bartlomiej W. Papiez; Adam Mahdi (MIUA, 2022)

Multimodal Deep Learning Approach to Predicting Neurological Recovery From Coma After Cardiac Arrest. - Felix Krones; Benjamin Walker 001; Guy Parsons; Terry J. Lyons; Adam Mahdi (CinC, 2023)

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection. - Benjamin Walker 001; Felix Krones; Ivan Kiskin; Guy Parsons; Terry J. Lyons; Adam Mahdi (CoRR, 2023)

Unsupervised Learning Approaches for Identifying ICU Patient Subgroups: Do Results Generalise? - Harry Mayne; Guy Parsons; Adam Mahdi (CoRR, 2024)

Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest. - Felix H. Krones; Ben Walker; Guy Parsons; Terry J. Lyons; Adam Mahdi (CoRR, 2024)

Review of multimodal machine learning approaches in healthcare. - Felix Krones; Umar Marikkar; Guy Parsons; Adam Szmul; Adam Mahdi (Inf. Fusion, 2025)

Clinical knowledge in LLMs does not translate to human interactions. - Andrew M. Bean; Rebecca Payne; Guy Parsons; Hannah Rose Kirk; Juan Ciro; Rafael Mosquera; Sara Hincapié Monsalve; Aruna S. Ekanayaka; Lionel Tarassenko; Luc Rocher; Adam Mahdi (CoRR, 2025)