Abstract: Imbalanced data classification remains a fundamental challenge in machine learning, especially in multi-class scenarios where feature noise, class overlap, and small disjunct sub-concepts ...

Abstract: Medical transcriptions, a rich yet underutilized source of clinical information, offer significant potential for supporting computer-aided diagnosis. However, this data is often unstructured ...

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