Our Research Projects
Our interests lie at the interface of Engineering and Life Sciences and the implementation of signal processing, statistics, mathematics and physics, to provide the next generation of diagnostic and novel therapeutic techniques.
Back to HomeResearch Focus Areas
We are interested in the use of optical, acoustic and X-Ray technologies to illuminate a broad spectrum of mechanisms, which span from molecular imaging of the cell to quantitative anatomical imaging and in-vivo dosimetry.
Current Projects
Explore our innovative research projects across key areas of focus in radiation oncology.
Computer Vision enhanced Advanced Cone Beam CT for Intraoperative Guidance
Using our expertise with 4D-CT and a machine learning approach to motion modelling to improve current image-guided bronchoscopy guidance.
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Computer Vision assisted Collision Avoidance for Radiation Therapy
Computer vision combined with a novel skin-mesh model allows patient specific 'avatars' to detect and track patient positioning in real-time 3D during treatment.
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Advanced Surface-Guided Radiation Therapy
Transforming surface guided radiation therapy with low-cost RGB cameras and neural networks for real-time patient tracking and internal anatomy estimation.
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X-Ray Induced Acoustic CT (XACT) Dosimetry
Developing a novel contrast agent for X-Ray Induced Acoustic CT (XACT) dosimetry, providing real-time in-vivo 3D calibrated radiation dose measurements.
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AI-Driven Treatment Planning Optimization
Using artificial intelligence to optimize radiation treatment planning, reducing planning time while improving treatment quality and outcomes.
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