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05/09/2023
Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction
Class imbalance problems widely exist in the medical field and heavily d...
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08/09/2022
Attention Hijacking in Trojan Transformers
Trojan attacks pose a severe threat to AI systems. Recent works on Trans...
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08/09/2022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
Deep-learning-based clinical decision support using structured electroni...
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05/13/2022
A Study of the Attention Abnormality in Trojaned BERTs
Trojan attacks raise serious security concerns. In this paper, we invest...
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05/13/2019