Search Results for author: Joseph Daws

Found 2 papers, 0 papers with code

A Benchmark of Domain-Adapted Large Language Models for Generating Brief Hospital Course Summaries

no code implementations8 Mar 2024 Asad Aali, Dave Van Veen, Yamin Ishraq Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash S. Tehrani, Jangwon Kim, Akshay S. Chaudhari

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.

In-Context Learning

Analysis of Deep Neural Networks with Quasi-optimal polynomial approximation rates

no code implementations4 Dec 2019 Joseph Daws, Clayton Webster

The construction of the proposed neural network is based on a quasi-optimal polynomial approximation.

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