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Estimating Redundancy in Clinical Text

May 25, 2021
Thomas Searle, Zina Ibrahim, James Teo, Richard JB Dobson

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Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit

Oct 02, 2020
Zeljko Kraljevic, Thomas Searle, Anthony Shek, Lukasz Roguski, Kawsar Noor, Daniel Bean, Aurelie Mascio, Leilei Zhu, Amos A Folarin, Angus Roberts, Rebecca Bendayan, Mark P Richardson, Robert Stewart, Anoop D Shah, Wai Keong Wong, Zina Ibrahim, James T Teo, Richard JB Dobson

* Preprint: 44 Pages, 5 Figures 

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Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech

Jun 12, 2020
Thomas Searle, Zina Ibrahim, Richard Dobson

* Submitted to INTERSPEECH 2020: Alzheimer's Dementia Recognition through Spontaneous Speech The ADReSS Challenge Workshop 

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Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset

Jun 12, 2020
Thomas Searle, Zina Ibrahim, Richard JB Dobson

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Modeling Rare Interactions in Time Series Data Through Qualitative Change: Application to Outcome Prediction in Intensive Care Units

Apr 03, 2020
Zina Ibrahim, Honghan Wu, Richard Dobson

* 8 pages, 3 figures. Accepted for publication in the European Conference of Artificial Intelligence (ECAI 2020) 

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Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR

Feb 07, 2020
Rebecca Bendayan, Honghan Wu, Zeljko Kraljevic, Robert Stewart, Tom Searle, Jaya Chaturvedi, Jayati Das-Munshi, Zina Ibrahim, Aurelie Mascio, Angus Roberts, Daniel Bean, Richard Dobson

* 4 pages, 2 tables 

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On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning

Dec 03, 2019
Zina Ibrahim, Honghan Wu, Ahmed Hamoud, Lukas Stappen, Richard Dobson, Andrea Agarossi

* 3 Figures and 2 tables. Accepted for publication at the Journal of American Medical Informatics Association 

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