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Journal Articles
- 2023
[j5]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, 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): 6 (2023)- [j4]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: 119541 (2023) - 2022
- [j3]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): 43 (2022) - [j2]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): 818-827 (2022) - 2019
- [j1]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: 157-171 (2019)
Conference and Workshop Papers
- 2023
- [c2]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: 1-7 - 2021
- [c1]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: 113-119
Informal and Other Publications
- 2023
- [i1]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 abs/2303.01949 (2023)
Coauthor Index
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