Magda Bucholc

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Mild Cognitive Impairment

Machine Learning

Early Diagnosis

Decision Support

Top Venues

Expert Syst. Appl.

BMC Medical Informatics Decis. Mak.

Publications

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, Ilianna Lourida, David J. Llewellyn, Janice M. Ranson
Artificial Intelligence for Dementia Research Methods Optimization. CoRR (2023)
Magda Bucholc, Sofya Titarenko, Xuemei Ding, Callum Canavan, Tianhua Chen
A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia. Expert Syst. Appl. 217 (2023)
Salman Ahmed, Muskaan Singh, Brendan Doherty, Effirul I. Ramlan, Kathryn Harkin, Magda Bucholc, Damien Coyle
Knowledge-based Intelligent System for IT Incident DevOps. AIOps@ICSE (2023)
Janice M. Ranson, Magda Bucholc, Donald Lyall, Danielle Newby, Laura Winchester, Neil P. Oxtoby, Michele Veldsman, Timothy Rittman, Sarah J. Marzi, Nathan Skene, Ahmad Al Khleifat, Isabelle F. Foote, Vasiliki Orgeta, Andrey Kormilitzin, Ilianna Lourida, David J. Llewellyn
Harnessing the potential of machine learning and artificial intelligence for dementia research. Brain Informatics 10 (1) (2023)
Niamh McCombe, Shuo Liu, Xuemei Ding, Girijesh Prasad, Magda Bucholc, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Matthew Manktelow, Aleeha Iftikhar, Magda Bucholc, Michael McCann, Maurice O'Kane
Clinical and operational insights from data-driven care pathway mapping: a systematic review. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Callum Canavan, Liam P. Maguire, Magda Bucholc
Development of a Two-State Gaussian Hidden Markov Model for Modelling Dementia Progression in Patients with Mild Cognitive Impairment. ICHI (2021)
Magda Bucholc, Xuemei Ding, Haiying Wang, David H. Glass, Hui Wang, Girijesh Prasad, Liam P. Maguire, Anthony J. Bjourson, Paula L. McClean, Stephen Todd, David P. Finn, KongFatt Wong-Lin
A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. Expert Syst. Appl. 130 (2019)