Modeling Large Sparse Data for Feature Selection: Hospital Admission Predictions of the Dementia Patients Using Primary Care Electronic Health Records by Gavin Tsang, Shang-Ming Zhou, Xianghua Xie

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Concept Libraries for Automatic Electronic Health Record Based Phenotyping: A Review by Zahra Ahmed Almowil, Shang-Ming Zhou, Sinead Brophy

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Data-driven drug safety signal detection methods in pharmacovigilance using electronic primary care records: A population based study by Shang-Ming Zhou, Rahman Muhammad, Ronan Lyons, Sinead Brophy

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Concept Libraries for Repeatable and Reusable Research: Qualitative Study Exploring the Needs of Users by Zahra Almowil, Shang-Ming Zhou, Sinead Brophy, Jodie Croxall

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Constructing compact Takagi-Sugeno rule systems: identification of complex interactions in epidemiological data. by Shang-Ming Zhou, Ronan A Lyons, Sinead Brophy, Mike B Gravenor

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Predicting Hospital Readmission for Campylobacteriosis from Electronic Health Records: A Machine Learning and Text Mining Perspective by Shang-Ming Zhou, Ronan A. Lyons, Muhammad A. Rahman, Alexander Holborow, Sinead Brophy

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Development of data-driven framework for automatically identifying patient cohorts from linked electronic health records by Fabiola Fernández-Gutiérrez, Jonathan Kennedy, Roxanne Cooksey, Mark Atkinson, Ernest Choy, Sinead Brophy, Shang-Ming Zhou

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Mining Primary Care Electronic Health Records for Automatic Disease Phenotyping: A Transparent Machine Learning Framework by Fabiola Fernández-Gutiérrez, Jonathan I. Kennedy, Roxanne Cooksey, Mark Atkinson, Ernest Choy, Sinead Brophy, Lin Huo, Shang-Ming Zhou

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Machine Learning in Colorectal Cancer Risk Prediction from Routinely Collected Data: A Review by Bruce Burnett, Shang-Ming Zhou, Sinead Brophy, Phil Davies, Paul Ellis, Jonathan Kennedy, Amrita Bandyopadhyay, Michael Parker, Ronan A. Lyons

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Physical activity and excess weight in pregnancy have independent and unique effects on delivery and perinatal outcomes. by Kelly L Morgan, Muhammad A Rahman, Rebecca A Hill, Shang-Ming Zhou, Gunnar Bijlsma, Ashrafunnesa Khanom, Ronan A Lyons, Sinead T Brophy

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Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis. by Shang-Ming Zhou, Fabiola Fernandez-Gutierrez, Jonathan Kennedy, Roxanne Cooksey, Mark Atkinson, Spiros Denaxas, Stefan Siebert, William G Dixon, Terence W O'Neill, Ernest Choy, Cathie Sudlow, UK Biobank Follow-up and Outcomes Group, Sinead Brophy

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