Models in Systems Medicine

Author:

Williamson Jon1

Affiliation:

1. University of Kent

Abstract

Abstract Systems medicine is a promising new paradigm for discovering associations, causal relationships and mechanisms in medicine. But it faces some tough challenges that arise from the use of big data: in particular, the problem of how to integrate evidence and the problem of how to structure the development of models. I argue that objective Bayesian models offer one way of tackling the evidence integration problem. I also offer a general methodology for structuring the development of models, within which the objective Bayesian approach fits rather naturally.

Publisher

Walter de Gruyter GmbH

Subject

Philosophy

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Evidential Pluralism in the Social Sciences;PHILOS METH SOC SCI;2023-04-16

2. Bayesianism from a philosophical perspective and its application to medicine;The International Journal of Biostatistics;2022-12-09

3. Four Approaches to the Reference Class Problem;European Studies in Philosophy of Science;2017

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