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Risk assessment services fulfil the task of generating a risk report frompersonal information and are developed for purposes like disease prognosis,resource utilization prioritization, and informing clinical interventions. Amajor component of a risk assessment service is a risk prediction model. For amodel to be easily integrated into risk assessment services, efforts are neededto design a detailed development roadmap for the intended service at the timeof model development. However, methodology for such design is less described.We thus reviewed existing literature and formulated a six-stage risk assessmentservice development paradigm, from requirements analysis, service development,model validation, pilot study, to iterative service deployment and assessmentand refinement. The study aims at providing a prototypic development roadmapwith checkpoints for the design of risk assessment services.

From Risk Prediction Models to Risk Assessment Service: A Formulation of Development Paradigm