Magda Bucholc

According to our database, Magda Bucholc authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Vasiliki Orgeta, Andrey Kormilitzin, Ilianna Lourida, David J. Llewellyn

Brain Informatics, December, 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., May, 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, Ilianna Lourida, David J. Llewellyn, Janice M. Ranson

CoRR, 2023

Knowledge-based Intelligent System for IT Incident DevOps.

Salman Ahmed, Muskaan Singh, Brendan Doherty, Effirul I. Ramlan, Kathryn Harkin, Magda Bucholc, Damien Coyle

Proceedings of the IEEE/ACM International Workshop on Cloud Intelligence & AIOps, 2023

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

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

2021

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

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2019

A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual.

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

Expert Syst. Appl., 2019