Everything is varied: The surprising impact of instantial variation on ML reliability

Author:

Campagner AndreaORCID,Famiglini Lorenzo,Carobene Anna,Cabitza FedericoORCID

Funder

Ministero della Salute

Publisher

Elsevier BV

Subject

Software

Reference73 articles.

1. Diagnostic accuracy of deep learning in medical imaging: A systematic review and meta-analysis;Aggarwal;npj Digit. Med.,2021

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3. New generation deep learning for video object detection: A survey;Jiao;IEEE Trans. Neural Netw. Learn. Syst.,2021

4. A survey of the usages of deep learning for natural language processing;Otter;IEEE Trans. Neural Netw. Learn. Syst.,2020

5. Time to reality check the promises of machine learning-powered precision medicine;Wilkinson;Lancet Digit. Health,2020

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