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Machine learning for medical imaging: methodological failures and recommendations for the future

Research in computer analysis of medical images bears many promises to improve patients’ health. However, a number of systematic challenges are slowing down the progress of the field, from limitations of the data, such as biases, to research incentives, such as optimizing for publication. In this pa...

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Detalles Bibliográficos
Autores principales: Varoquaux, Gaël, Cheplygina, Veronika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005663/
https://www.ncbi.nlm.nih.gov/pubmed/35413988
http://dx.doi.org/10.1038/s41746-022-00592-y