Concept libraries for automatic electronic health record based phenotyping: A review

por Almowil, Zahra A, Zhou, Shang-Ming, Brophy, Sinead
Publicado 2021

Identifying Dynamic Patterns of Polypharmacy for Patients with Dementia from Primary Care Electronic Health Records: A Machine Learning Driven Longitudinal Study

por Longo, Elisabetta, Burnett, Bruce, Bauermeister, Sarah, Zhou, Shang-Ming
Publicado 2023

Data-driven drug safety signal detection methods in pharmacovigilance using electronic primary care records: A population based study

por Zhou, Shang-Ming, Muhammad, Rahman, Lyons, Ronan, Brophy, Sinead
Publicado 2017

Concept Libraries for Repeatable and Reusable Research: Qualitative Study Exploring the Needs of Users

por Almowil, Zahra, Zhou, Shang-Ming, Brophy, Sinead, Croxall, Jodie
Publicado 2022

Constructing Compact Takagi-Sugeno Rule Systems: Identification of Complex Interactions in Epidemiological Data

por Zhou, Shang-Ming, Lyons, Ronan A., Brophy, Sinead, Gravenor, Mike B.
Publicado 2012

Correction: Constructing Compact Takagi-Sugeno Rule Systems: Identification of Complex Interactions in Epidemiological Data

por Zhou, Shang-Ming, Lyons, Ronan A., Brophy, Sinead, Gravenor, Mike B.
Publicado 2013

Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface

por Raza, Haider, Rathee, Dheeraj, Zhou, Shang-Ming, Cecotti, Hubert, Prasad, Girijesh
Publicado 2019

The effect of physical activity and motivation on function in ankylosing spondylitis: A cohort study

por Brophy, Sinead, Cooksey, Roxanne, Davies, Helen, Dennis, Michael S., Zhou, Shang-Ming, Siebert, Stefan
Publicado 2013

Predicting Hospital Readmission for Campylobacteriosis from Electronic Health Records: A Machine Learning and Text Mining Perspective

por Zhou, Shang-Ming, Lyons, Ronan A., Rahman, Muhammad A., Holborow, Alexander, Brophy, Sinead
Publicado 2022

Identifying Prenatal and Postnatal Determinants of Infant Growth: A Structural Equation Modelling Based Cohort Analysis

por Morgan, Kelly, Zhou, Shang-Ming, Hill, Rebecca, Lyons, Ronan A., Paranjothy, Shantini, Brophy, Sinead T.
Publicado 2021

Association of Diabetes in Pregnancy with Child Weight at Birth, Age 12 Months and 5 Years – A Population-Based Electronic Cohort Study

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

Classification of accelerometer wear and non-wear events in seconds for monitoring free-living physical activity

por Zhou, Shang-Ming, Hill, Rebecca A, Morgan, Kelly, Stratton, Gareth, Gravenor, Mike B, Bijlsma, Gunnar, Brophy, Sinead
Publicado 2015

Development of data-driven framework for automatically identifying patient cohorts from linked electronic health records

por Fern'andez-Guti'errez, Fabiola, Kennedy, Jonathan, Cooksey, Roxanne, Atkinson, Mark, Choy, Ernest, Brophy, Sinead, Zhou, Shang-Ming
Publicado 2017

Mining Primary Care Electronic Health Records for Automatic Disease Phenotyping: A Transparent Machine Learning Framework

por Fernández-Gutiérrez, Fabiola, Kennedy, Jonathan I., Cooksey, Roxanne, Atkinson, Mark, Choy, Ernest, Brophy, Sinead, Huo, Lin, Zhou, Shang-Ming
Publicado 2021

Local Modelling Techniques for Assessing Micro-Level Impacts of Risk Factors in Complex Data: Understanding Health and Socioeconomic Inequalities in Childhood Educational Attainmen...

por Zhou, Shang-Ming, Lyons, Ronan A., Bodger, Owen G., John, Ann, Brunt, Huw, Jones, Kerina, Gravenor, Mike B., Brophy, Sinead
Publicado 2014

Machine Learning in Colorectal Cancer Risk Prediction from Routinely Collected Data: A Review

por Burnett, Bruce, Zhou, Shang-Ming, Brophy, Sinead, Davies, Phil, Ellis, Paul, Kennedy, Jonathan, Bandyopadhyay, Amrita, Parker, Michael, Lyons, Ronan A.
Publicado 2023

Physical Activity and Excess Weight in Pregnancy Have Independent and Unique Effects on Delivery and Perinatal Outcomes

por Morgan, Kelly L., Rahman, Muhammad A., Hill, Rebecca A., Zhou, Shang-Ming, Bijlsma, Gunnar, Khanom, Ashrafunnesa, Lyons, Ronan A., Brophy, Sinead T.
Publicado 2014

Predictors of objectively measured physical activity in 12‐month‐old infants: A study of linked birth cohort data with electronic health records

por Raza, Haider, Zhou, Shang‐Ming, Todd, Charlotte, Christian, Danielle, Marchant, Emily, Morgan, Kelly, Khanom, Ashrafunnesa, Hill, Rebecca, Lyons, Ronan A., Brophy, Sinead
Publicado 2019

Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis

por Zhou, Shang-Ming, Fernandez-Gutierrez, Fabiola, Kennedy, Jonathan, Cooksey, Roxanne, Atkinson, Mark, Denaxas, Spiros, Siebert, Stefan, Dixon, William G., O’Neill, Terence W., Choy, Ernest, Sudlow, Cathie, Brophy, Sinead
Publicado 2016