Publications by authors named "Arlene Casey"

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Infusing clinical knowledge into language models by subword optimisation and embedding initialisation.
Abul Hasan, Jinge Wu, Quang Ngoc Nguyen, Salomé Andres, Imane Guellil, Arlene Casey

Comput Biol Med· September 2025

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Evaluating LLMs' Potential to Identify Rare Patient Identifiers in Patient Health Records.
Matúš Falis, Franz Gruber, Samuel McInerney, Arlene Casey

Stud Health Technol Inform· May 2025

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AI Chatbot for Cancer Patient Support: Development and Evaluation Using Llama 3.1, Mistral 7B, and PHI 3B.
Samuel McInerney, Tamsin Nash, Rebecca Lee, Matúš Falis, Franz Gruber, Arlene Casey

Stud Health Technol Inform· May 2025

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What is the patient re-identification risk from using de-identified clinical free text data for health research?
Elizabeth Ford, Simon Pillinger, Robert Stewart, Kerina Jones, Angus Roberts, Arlene Casey

AI Ethics· February 2025

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Care home resident identification: A comparison of address matching methods with Natural Language Processing.
Víctor Suárez-Paniagua, Arlene Casey, Charis A Marwick, Jennifer K Burton, Helen Callaby

PLoS One· December 2024

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: a framework for linking free-text addresses to the Ordnance Survey Unique Property Reference Number database.
Huayu Zhang, Arlene Casey, Imane Guellil, Víctor Suárez-Paniagua, Clare MacRae

Front Digit Health· November 2023

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Understanding the performance and reliability of NLP tools: a comparison of four NLP tools predicting stroke phenotypes in radiology reports.
Arlene Casey, Emma Davidson, Claire Grover, Richard Tobin, Andreas Grivas

Front Digit Health· September 2023

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Ontology-driven and weakly supervised rare disease identification from clinical notes.
Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Arlene Casey

BMC Med Inform Decis Mak· May 2023

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The reporting quality of natural language processing studies: systematic review of studies of radiology reports.
Emma M Davidson, Michael T C Poon, Arlene Casey, Andreas Grivas, Daniel Duma

BMC Med Imaging· October 2021

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A systematic review of natural language processing applied to radiology reports.
Arlene Casey, Emma Davidson, Michael Poon, Hang Dong, Daniel Duma

BMC Med Inform Decis Mak· June 2021

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