DeepCPath develops computational methods that enable reliable analysis of complex medical and biological data. We focus on

• Data-efficient learning (few-shot and low-data methods)
• Generalised category discovery beyond predefined labels
• Neurosymbolic approaches combining machine learning and rule-defined logical reasoning

Based in the School of Computing and embedded within the NIHR Biomedical Research Centre Newcastle, our team brings together computer scientists, clinicians and domain specialists to address challenges in computational pathology, precision diagnostics and biomonitoring. Our work spans methodological research, translational partnerships with healthcare and industry, and training the next generation of interdisciplinary researchers.