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A Benchmark of Domain-Adapted Large Language Models for Generating Brief Hospital Course Summaries
To enable the adaptation of LLMs for BHC synthesis, we introduce a novel benchmark consisting of a pre-processed dataset extracted from MIMIC-IV notes, encapsulating clinical note, and brief hospital course (BHC) pairs.
Analysis of Deep Neural Networks with Quasi-optimal polynomial approximation rates
The construction of the proposed neural network is based on a quasi-optimal polynomial approximation.
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