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06/14/2023
Towards trustworthy seizure onset detection using workflow notes
A major barrier to deploying healthcare AI models is their trustworthine...
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11/21/2022
Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models
Multivariate signals are prevalent in various domains, such as healthcar...
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07/22/2022
TRUST-LAPSE: An Explainable Actionable Mistrust Scoring Framework for Model Monitoring
Continuous monitoring of trained ML models to determine when their predi...
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03/24/2022
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
Machine learning models that achieve high overall accuracy often make sy...
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03/26/2019