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
Published 2021-01-01

Concept Libraries for Automatic Electronic Health Record Based Phenotyping: A Review

by Zahra Ahmed Almowil, Shang-Ming Zhou, Sinead Brophy
Published 2021-06-01

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
Published 2017-04-01

Correction: 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
Published 2013-01-01

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
Published 2012-01-01

Correction: 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
Published 2013-01-01

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
Published 2017-04-01

Association of diabetes in pregnancy with child weight at birth, age 12 months and 5 years--a population-based electronic cohort study.

by Kelly Morgan, Mohammed Rahman, Mark Atkinson, Shang-Ming Zhou, Rebecca Hill, Ashrafunnesa Khanom, Shantini Paranjothy, Sinead Brophy
Published 2013-01-01

Local modelling techniques for assessing micro-level impacts of risk factors in complex data: understanding health and socioeconomic inequalities in childhood educational attainmen...

by Shang-Ming Zhou, Ronan A Lyons, Owen G Bodger, Ann John, Huw Brunt, Kerina Jones, Mike B Gravenor, Sinead Brophy
Published 2014-01-01

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
Published 2014-01-01

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
Published 2016-01-01