Towards automated dermatology triage: deep learning and knowledge-driven approaches
Minhong Wang,
Ewa Kloczko,
Alla Altayeb
et al.
Abstract:Background
The current triage process in the National Health Service (NHS) requires secondary care clinicians to manually read every General Practitioner’s (GP) referral letter, which makes the process time-consuming with associated high costs. Artificial Intelligence (AI) algorithms can be adopted to accelerate this process and reduce the required resources.
Objectives
To design AI models that can automatically stratify GP referrals to routine and non-routine categories, and to evaluate different AI algorithm… Show more
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