Latest events

AIML Research Seminar: Intelligent Molecular Design

Miguel Balbin — Mon, 13 Oct 2025 14:29:48 +1030

Abstract: Proteolysis-targeting chimeras (PROTACs) represent a powerful strategy for targeted protein degradation, yet their design is hindered by the complexity of linker generation and degradability assessment. Our recent research unifies PROTAC generation and degradability prediction. We leverage graph-based architectures to generate chemically valid linkers guided by protein–ligand context and integrates predictive modelling to evaluate degradation potential. Experiments demonstrate the framework’s ability to produce diverse, drug-like candidates with reliable degradability predictions.

AI on the Ground Seminar: AI for Paediatric Fracture Detection on Imaging

Miguel Balbin — Fri, 24 Oct 2025 14:46:40 +1030

This talk explored the development and evaluation of artificial intelligence for detecting fractures in children on X-rays—one of the most common but misdiagnosed emergency care conditions. Dr. Shelmerdine reviewed current evidence from commercial AI tools, discussed findings from a large multi-reader study, and shared perspectives from children and families on trust, consent, and AI in healthcare. The session also touched on early work around cost-effectiveness and value for the NHS, asking the central question: could AI genuinely improve outcomes in paediatric fracture care while delivering value to health systems?

AIML Research Seminar: How to engage effectively on LinkedIn

Miguel Balbin — Tue, 21 Oct 2025 13:16:44 +1030

With over a billion users, LinkedIn is filled with people sharing their professional lives, achievements, and goals. But are you among the loudest voices on the platform?