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Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance
Medical systems in general, and patient treatment decisions and outcomes in particular, are affected by bias based on gender and other demographic elements.
Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment
Sequence alignments are used to capture patterns composed of elements representing multiple conceptual levels through the alignment of sequences that contain overlapping and variable length annotations.
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