Search Results for author: Chloe O'Connell

Found 2 papers, 1 papers with code

Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study

no code implementations17 Jan 2024 Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David Sontag

Augmentations were evaluated for errors by clinicians, and we found misleading errors occur, with errors more common in real donated notes than synthetic notes, illustrating the importance of carefully written clinical notes.

Action Understanding Language Modelling +1

Robust Benchmarking for Machine Learning of Clinical Entity Extraction

1 code implementation31 Jul 2020 Monica Agrawal, Chloe O'Connell, Yasmin Fatemi, Ariel Levy, David Sontag

We reformulate the annotation framework for clinical entity extraction to factor in these issues to allow for robust end-to-end system benchmarking.

Benchmarking BIG-bench Machine Learning +1

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