A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. - Magda Bucholc; Xuemei Ding; Haiying Wang 001; David H. Glass; Hui Wang 001; Girijesh Prasad; Liam P. Maguire; Anthony J. Bjourson; Paula L. McClean; Stephen Todd; David P. Finn; KongFatt Wong-Lin (Expert Syst. Appl., 2019)

Development of a Two-State Gaussian Hidden Markov Model for Modelling Dementia Progression in Patients with Mild Cognitive Impairment. - Callum Canavan; Liam P. Maguire; Magda Bucholc (ICHI, 2021)

Clinical and operational insights from data-driven care pathway mapping: a systematic review. - Matthew Manktelow; Aleeha Iftikhar; Magda Bucholc; Michael McCann; Maurice O'Kane (BMC Medical Informatics Decis. Mak., 2022)

Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. - Niamh McCombe; Shuo Liu; Xuemei Ding; Girijesh Prasad; Magda Bucholc; David P. Finn; Stephen Todd; Paula L. McClean; KongFatt Wong-Lin (IEEE J. Biomed. Health Informatics, 2022)

Knowledge-based Intelligent System for IT Incident DevOps. - Salman Ahmed; Muskaan Singh; Brendan Doherty; Effirul I. Ramlan; Kathryn Harkin; Magda Bucholc; Damien Coyle (AIOps@ICSE, 2023)

Artificial Intelligence for Dementia Research Methods Optimization. - Magda Bucholc; Charlotte James; Ahmad Al Khleifat; AmanPreet Badhwar; Natasha Clarke; Amir Dehsarvi; Christopher R. Madan; Sarah J. Marzi; Cameron Shand; Brian M. Schilder; Stefano Tamburin; Hanz M. Tantiangco; et al. (CoRR, 2023)

A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia. - Magda Bucholc; Sofya Titarenko; Xuemei Ding; Callum Canavan; Tianhua Chen (Expert Syst. Appl., 2023)

Harnessing the potential of machine learning and artificial intelligence for dementia research. - Janice M. Ranson; Magda Bucholc; Donald Lyall; Danielle Newby; Laura Winchester; Neil P. Oxtoby; Michele Veldsman; Timothy Rittman; Sarah J. Marzi; Nathan G. Skene; Ahmad Al Khleifat; Isabelle F. Foote; et al. (Brain Informatics, 2023)