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AI for radiographic COVID-19 detection selects shortcuts over signal
Artificial intelligence (AI) researchers and radiologists have recently reported AI systems that accurately detect COVID-19 in chest radiographs. However, the robustness of these systems remains unclear. Using state-of-the-art techniques in explainable AI, we demonstrate that recent deep learning sy...
Tallennettuna:
| Julkaisussa: | medRxiv |
|---|---|
| Päätekijät: | , , |
| Aineistotyyppi: | Artigo |
| Kieli: | Inglês |
| Julkaistu: |
Cold Spring Harbor Laboratory
2020
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| Aiheet: | |
| Linkit: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7523163/ https://ncbi.nlm.nih.gov/pubmed/32995822 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1101/2020.09.13.20193565 |
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