The myth of generalisability in clinical research and machine learning in health care

Author:

Futoma Joseph,Simons Morgan,Panch Trishan,Doshi-Velez Finale,Celi Leo Anthony

Publisher

Elsevier BV

Subject

Health Information Management,Decision Sciences (miscellaneous),Health Informatics,Medicine (miscellaneous)

Reference33 articles.

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3. Generalizing from a few examples: a survey on few-shot learning;Wang;arXiv,2020

4. What do we mean by validating a prognostic model?;Altman;Stat Med,2000

5. Assessing the generalizability of prognostic information;Justice;Ann Intern Med,1999

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