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Development of a Cohort Analytics Tool for Monitoring Progression Patterns in Cardiovascular Diseases: Advanced Stochastic Modeling Approach

Development of a Cohort Analytics Tool for Monitoring Progression Patterns in Cardiovascular Diseases: Advanced Stochastic Modeling Approach

Fitzpatrick [31], in his paper “Issues in Reproducible Simulation Research,” states that the problem context of probabilistic models can often make this type of testing difficult. He discussed this aspect of stochastic model validations and laid a guideline for researchers working with such models. In the paper, Fitzpatrick refers to a multistage validation model from North and Macal [32] that includes validation of requirements, data, face, process, theory, and output.

Arindam Brahma, Samir Chatterjee, Kala Seal, Ben Fitzpatrick, Youyou Tao

JMIR Med Inform 2024;12:e59392