AI for radiographic COVID-19 detection selects shortcuts over signal

There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

Related collections

Most cited references 37

Record: found
Abstract: not found
Article: not found

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher … (2010)

0 comments Cited 2434 times – based on 0 reviews      Review now

Bookmark

Record: found
Abstract: not found
Article: not found

Densely Connected Convolutional Networks

Kilian Q. Weinberger, Gao Huang, Zhuang Liu … (2018)

0 comments Cited 2425 times – based on 0 reviews      Review now

Bookmark

Record: found
Abstract: not found
Conference Proceedings: not found

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu … (2018)

0 comments Cited 1258 times – based on 0 reviews

Bookmark

All references

Author and article information

Contributors

Alex J. DeGrave: (View ORCID Profile)

Joseph D. Janizek: (View ORCID Profile)

Su-In Lee: (View ORCID Profile)

Journal

Title: Nature Machine Intelligence

Abbreviated Title: Nat Mach Intell

Publisher: Springer Science and Business Media LLC

ISSN (Electronic): 2522-5839

Publication date (Electronic): May 31 2021

Article

DOI: 10.1038/s42256-021-00338-7

PubMed ID: 32995822

SO-VID: 506b4443-8c5e-4b18-9ffb-dc56302c6bdc

License:

Free to read

https://www.springer.com/tdm

History

Data availability:

Comments

Comment on this article

scite_

Smart Citations

Citing PublicationsSupportingMentioningContrasting

View Citations

See how this article has been cited at scite.ai

scite shows how a scientific paper has been cited by providing the context of the citation, a classification describing whether it supports, mentions, or contrasts the cited claim, and a label indicating in which section the citation was made.