Predicting acute clinical deterioration with interpretable machine learning to support emergency care decision making by Stelios Boulitsakis Logothetis, Darren Green, Mark Holland, Noura Al Moubayed

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Premature mortality analysis of 52,000 deceased cats and dogs exposes socioeconomic disparities by Sean Farrell, Katharine Anderson, Peter-John Mäntylä Noble, Noura Al Moubayed

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PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records by Sean Farrell, Charlotte Appleton, Peter-John Mäntylä Noble, Noura Al Moubayed

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Explainable text-tabular models for predicting mortality risk in companion animals by James Burton, Sean Farrell, Peter-John Mäntylä Noble, Noura Al Moubayed

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Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study by Zheming Zuo, Matthew Watson, David Budgen, Robert Hall, Chris Kennelly, Noura Al Moubayed

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Performance of machine learning versus the national early warning score for predicting patient deterioration risk: a single-site study of emergency admissions by Darren Green, Mark Holland, Pinkie Chambers, Matthew Watson, Noura Al Moubayed, Stelios Boulitsakis Logothetis

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From prediction to practice: mitigating bias and data shift in machine-learning models for chemotherapy-induced organ dysfunction across unseen cancers by Heather Shaw, Pinkie Chambers, Matthew Watson, Luke Steventon, James Harmsworth King, Angelo Ercia, Noura Al Moubayed

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Language as a latent sequence: Deep latent variable models for semi-supervised paraphrase generation by Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed

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Text mining for disease surveillance in veterinary clinical data: part two, training computers to identify features in clinical text by Heather Davies, Goran Nenadic, Ghada Alfattni, Mercedes Arguello Casteleiro, Noura Al Moubayed, Sean Farrell, Alan D. Radford, P.-J. M. Noble

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Text mining for disease surveillance in veterinary clinical data: part one, the language of veterinary clinical records and searching for words by Heather Davies, Goran Nenadic, Ghada Alfattni, Ghada Alfattni, Mercedes Arguello Casteleiro, Noura Al Moubayed, Sean O. Farrell, Alan D. Radford, Peter-John M. Noble

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Personalising monitoring for chemotherapy patients through predicting deterioration in renal and hepatic function by Pinkie Chambers, Matthew Watson, John Bridgewater, Martin D. Forster, Rebecca Roylance, Rebecca Burgoyne, Sebastian Masento, Luke Steventon, James Harmsworth King, Nick Duncan, Noura alMoubayed

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