Transparency and reproducibility in artificial intelligence

Breakthroughs in artificial intelligence (AI) hold enormous potential as it can automate complex tasks and go even beyond human performance. In their study, McKinney et al. showed the high potential of AI for breast cancer screening. However, the lack of methods’ details and algorithm code undermine...

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Published in:Nature
Main Authors: Haibe-Kains, Benjamin, Alexandru Adam, George, Hosny, Ahmed, Khodakarami, Farnoosh, Waldron, Levi, Wang, Bo, McIntosh, Chris, Goldenberg, Anna, Kundaje, Anshul, Greene, Casey S., Broderick, Tamara, Hoffman, Michael M., Leek, Jeffrey T., Korthauer, Keegan, Huber, Wolfgang, Brazma, Alvis, Pineau, Joelle, Tibshirani, Robert, Hastie, Trevor, Ioannidis, John P.A., Quackenbush, John, Aerts, Hugo J.W.L., Shraddha, Thakkar, Kusko, Rebecca, Sansone, Susanna-Assunta, Tong, Weida, Wolfinger, Russ D., Mason, Christopher, Jones, Wendell, Dopazo, Joaquin, Furlanello, Cesare
Format: Artigo
Language:Inglês
Published: 2020
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8144864/
https://ncbi.nlm.nih.gov/pubmed/33057217
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41586-020-2766-y
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