Glen P. Martin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Cardiac Surgery

Handwritten Text Recognition

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

Publications

Viveck Kingsley, Lisa Fox, David Simm, Glen P. Martin, Wendy Thompson, Muhammad Faisal
External validation of the computer aided risk scoring system in predicting in-hospital mortality following emergency medical admissions. Int. J. Medical Informatics 188 (2024)
Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study. MedInfo (2023)
David A. Jenkins, Glen P. Martin, Matthew Sperrin, Benjamin Brown, Linda Kimani, Stuart Grant, Niels Peek
Comparing Predictive Performance of Time Invariant and Time Variant Clinical Prediction Models in Cardiac Surgery. MedInfo (2023)
Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. CoRR (2022)
Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin
Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study. AMIA (2022)
William Hulme, Glen P. Martin, Matthew Sperrin, Alexander J. Casson, Sandra Bucci, Shôn Lewis, Niels Peek
Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. AMIA (2021)
Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. ICHI (2021)
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
Ranking sets of morbidities using hypergraph centrality. J. Biomed. Informatics 122 (2021)
Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla DiazOrdaz, Niels Peek, Glen P. Martin
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. J. Am. Medical Informatics Assoc. 28 (1) (2021)
Glen P. Martin, David Jenkins, Lucy Bull, Rose Sisk, Lijing Lin, William Hulme, Anthony Wilson, Wenjuan Wang, Michael Barrowman, Camilla Sammut-Powell, Alexander Pate, Matthew Sperrin, Niels Peek
Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews. CoRR (2020)
Yan Li, Matthew Sperrin, Glen P. Martin, Darren M. Ashcroft, Tjeerd Pieter van Staa
Examining the impact of data quality and completeness of electronic health records on predictions of patients' risks of cardiovascular disease. Int. J. Medical Informatics 133 (2020)
William Hulme, Charlotte Stockton-Powdrell, Shôn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek
Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia. CBMS (2019)
Matthew Sperrin, David Jenkins, Glen P. Martin, Niels Peek
Explicit causal reasoning is needed to prevent prognostic models being victims of their own success. J. Am. Medical Informatics Assoc. 26 (12) (2019)