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07/28/2023
Is this model reliable for everyone? Testing for strong calibration
In a well-calibrated risk prediction model, the average predicted probab...
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04/06/2023
Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models
To safely deploy deep learning-based computer vision models for computer...
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03/13/2023
Evaluation of wait time saving effectiveness of triage algorithms
In the past decade, Artificial Intelligence (AI) algorithms have made pr...
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11/17/2022
Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions
Monitoring the performance of machine learning (ML)-based risk predictio...
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03/21/2022