Glen P. Martin

16 papers B 1Misc 2Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A systematic review of passive data for remote monitoring in psychosis and schizophrenia. npj Digit. Medicine Siân Bladon, Emily Eisner, Sandra Bucci, Anuoluwapo Oluwatayo, Glen P. Martin, Matthew Sperrin, John D. Ainsworth, Sophie Faulkner
2025	J	`jnl`	Prediction of Survival Outcomes under Clinical Presence Shift: A Joint Neural Network Architecture. CoRR Vincent Jeanselme, Glen P. Martin, Matthew Sperrin, Niels Peek, Brian D. M. Tom, Jessica K. Barrett
2024	J	`jnl`	External validation of the computer aided risk scoring system in predicting in-hospital mortality following emergency medical admissions. Int. J. Medical Informatics Viveck Kingsley, Lisa Fox, David Simm, Glen P. Martin, Wendy Thompson, Muhammad Faisal
2023	—	`conf`	Comparing Predictive Performance of Time Invariant and Time Variant Clinical Prediction Models in Cardiac Surgery. MedInfo David A. Jenkins, Glen P. Martin, Matthew Sperrin, Benjamin Brown, Linda Kimani, Stuart Grant, Niels Peek
2023	—	`conf`	Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study. MedInfo Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
2022	J	`jnl`	DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. CoRR Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
2022	Misc	`conf`	Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study. AMIA Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin
2021	J	`jnl`	Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment. IEEE J. Biomed. Health Informatics William Hulme, Glen P. Martin, Matthew Sperrin, Alexander J. Casson, Sandra Bucci, Shôn Lewis, Niels Peek
2021	Misc	`conf`	Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. AMIA Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland
2021	—	`conf`	Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. ICHI Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
2021	J	`jnl`	Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. J. Am. Medical Informatics Assoc. Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin
2021	J	`jnl`	Ranking sets of morbidities using hypergraph centrality. J. Biomed. Informatics 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
2020	J	`jnl`	Examining the impact of data quality and completeness of electronic health records on predictions of patients' risks of cardiovascular disease. Int. J. Medical Informatics Yan Li, Matthew Sperrin, Glen P. Martin, Darren M. Ashcroft, Tjeerd Pieter van Staa
2020	J	`jnl`	Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews. CoRR 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
2019	B	`conf`	Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia. CBMS William Hulme, Charlotte Stockton-Powdrell, Shôn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek
2019	J	`jnl`	Explicit causal reasoning is needed to prevent prognostic models being victims of their own success. J. Am. Medical Informatics Assoc. Matthew Sperrin, David A. Jenkins, Glen P. Martin, Niels Peek