Search Results for author: Alistair Johnson

Found 3 papers, 0 papers with code

Pyclipse, a library for deidentification of free-text clinical notes

no code implementations5 Nov 2023 Callandra Moore, Jonathan Ranisau, Walter Nelson, Jeremy Petch, Alistair Johnson

Automated deidentification of clinical text data is crucial due to the high cost of manual deidentification, which has been a barrier to sharing clinical text and the advancement of clinical natural language processing.

Do We Still Need Clinical Language Models?

no code implementations16 Feb 2023 Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair Johnson, Emily Alsentzer

To investigate this question, we conduct an extensive empirical analysis of 12 language models, ranging from 220M to 175B parameters, measuring their performance on 3 different clinical tasks that test their ability to parse and reason over electronic health records.

In-Context Learning

Clinical Intervention Prediction and Understanding using Deep Networks

no code implementations23 May 2017 Harini Suresh, Nathan Hunt, Alistair Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

Real-time prediction of clinical interventions remains a challenge within intensive care units (ICUs).

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