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Theory and practice in biomedical informatics: a framework for discovery - Oxford Academic

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Biomedical informatics is finally asking the hard question: do its "theories" actually drive discovery, or are they just post-hoc labels on engineering wins?

Empirical CycleControl TheoryPhilosophy of ScienceSystems Theory

Theory Briefing

  • The empirical cycle in biomedical informatics has produced lasting tools, like medical vocabulary desiderata still guiding clinical practice today.
  • Borrowing from control theory, the field attempts to formalize feedback loops between data, models, and real-world health outcomes.
  • The framework challenges whether informatics operates as a true science or an applied discipline dressed in theoretical language.