Shortcut learning in medical AI hinders generalization: method for estimating AI model generalizatio...
Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data
About this item
Full title
Author / Creator
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Healthcare datasets are becoming larger and more complex, necessitating the development of accurate and generalizable AI models for medical applications. Unstructured datasets, including medical imaging, electrocardiograms, and natural language data, are gaining attention with advancements in deep convolutional neural networks and large language mo...
Alternative Titles
Full title
Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_185bf36da61c42b38703f56516e21d80
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_185bf36da61c42b38703f56516e21d80
Other Identifiers
ISSN
2398-6352
E-ISSN
2398-6352
DOI
10.1038/s41746-024-01118-4
