Tomos Gwyn Williams

Manchester Imaging Ltd
Chief Tehnical Officer
Tomos Gwyn Williams, PhD, is the Chief Technical Officer of Manchester Imaging Ltd., and leads research and development activities. Manchester Imag-ing specializes in the research and development of machine learning algorithms and their deployment in software as medical device products for both in-house and as third-party providers for other companies. Tom has over 20 years of experience working in artificial intelligence and machine learning spanning both academic and commercial institutions. He specializes in inventing computer vision solutions that aid clinicians in diagnosis and treatment planning and has developed successful solutions for a range of medical conditions including dental decay, nonmelanoma skin cancers, facial paralysis, and osteoarthritis. Tom has an engineering degree from Imperial College, London, and a PhD in AI from the University of Wales, Aberystwyth. He has been an ISPE member since 2020.

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This article explores life-cycle activities for machine learning (ML) within regulated life sciences. It positions and contextualizes the life cycle and management of the machine learning subsystem or components within a wider system life cycle. It also gives general descriptions and guidance illustrated by a case study demonstrating a machine learning application to medical image recognition,...