Glen P. Martin

According to our database, Glen P. Martin authored at least 12 papers between 2019 and 2023.

Collaborative distances:

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

2023

Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study.

Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Comparing Predictive Performance of Time Invariant and Time Variant Clinical Prediction Models in Cardiac Surgery.

David A. Jenkins, Glen P. Martin, Matthew Sperrin, Benjamin Brown, Linda Kimani, Stuart Grant, Niels Peek

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

DeepJoint: Robust Survival Modelling Under Clinical Presence Shift.

Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett

CoRR, 2022

Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study.

Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin

Proceedings of the AMIA 2022, 2022

2021

Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment.

William Hulme, Glen P. Martin, Matthew Sperrin, Alexander J. Casson, Sandra Bucci, Shôn Lewis, Niels Peek

IEEE J. Biomed. Health Informatics, 2021

Ranking sets of morbidities using hypergraph centrality.

James Rafferty, Alan J. Watkins, Jane Lyons, Ronan A. Lyons, Ashley Akbari, Niels Peek, Farideh Jalali-najafabadi, Thamer Ba Dhafari, Alexander Pate, Glen P. Martin, Rowena Bailey

J. Biomed. Informatics, 2021

Informative presence and observation in routine health data: A review of methodology for clinical risk prediction.

Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin

J. Am. Medical Informatics Assoc., 2021

Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used.

Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin

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

2020

Examining the impact of data quality and completeness of electronic health records on predictions of patients' risks of cardiovascular disease.

Yan Li, Matthew Sperrin, Glen P. Martin, Darren M. Ashcroft, Tjeerd Pieter van Staa

Int. J. Medical Informatics, 2020

Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews.

Glen P. Martin, David A. Jenkins, Lucy Bull, Rose Sisk, Lijing Lin, William Hulme, Anthony Wilson, Wenjuan Wang, Michael Barrowman, Camilla Sammut-Powell, Alexander Pate, Matthew Sperrin, Niels Peek

CoRR, 2020

2019

Explicit causal reasoning is needed to prevent prognostic models being victims of their own success.

Matthew Sperrin, David A. Jenkins, Glen P. Martin, Niels Peek

J. Am. Medical Informatics Assoc., 2019

Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia.

William Hulme, Charlotte Stockton-Powdrell, Shôn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019