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10/27/2022
Painting the black box white: experimental findings from applying XAI to an ECG reading setting
The shift from symbolic AI systems to black-box, sub-symbolic, and stati...
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10/10/2022
Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine
In medical settings, Individual Variation (IV) refers to variation that ...
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02/19/2022
Responsible AI in Healthcare
This article discusses open problems, implemented solutions, and future ...
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09/09/2021
Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Most Artificial Intelligence applications are based on supervised machin...
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10/21/2019
Who wants accurate models? Arguing for a different metrics to take classification models seriously
With the increasing availability of AI-based decision support, there is ...
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06/21/2017