Matthew Sperrin

32 papers Misc 3Journal 18Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Causal Framework for Mitigating Data Shifts in Healthcare. CoRR Kurt Butler, Stephanie Riley, Damian Machlanski, Edward Moroshko, Panagiotis Dimitrakopoulos, Thomas Melistas, Akchunya Chanchal, Konstantinos Vilouras, Zhihua Liu, Steven McDonagh, Hana Chockler, Ben Glocker, Niccoló Tempini, Matthew Sperrin, Sotirios A. Tsaftaris, Ricardo Silva
2026	—	`conf`	Patient History Visualization for Structured Medication Reviews: A Design Study. BIOSTEC (4) Layik Hama, Roy A. Ruddle, A. S. Abuzour, Micheal Abaho, A. Aslam, Danushka Bollegala, Andrew Clegg, M. Gabbay, F. S. Mair, M. O'Connell, Samuel D. Relton, E. Shantsila, Matthew Sperrin, S. A. Wilson, A. A. Woodall, Iain E. Buchan, Lauren E. Walker
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	—	`conf`	Investigating fair data acquisition for risk prediction in resource-constrained settings. EWAF Ioanna Thoma, Elisabeth Abhayaratna, Matthew Sperrin, Karla Diaz-Ordaz, Ricardo Silva, Brieuc Lehmann
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
2023	—	`conf`	Applying Team Science to Collaborative Digital Health Research: Learnings from the Wearable Clinic. MedInfo Niels Peek, Charlotte Stockton-Powdrell, Alexander J. Casson, Matthew Sperrin, Bijan Parsia, Andrea Manca, Cynthia Iglesias, Ibrahim Habli, Lamiece Hassan, Steven Antrobus, Matthew Machin
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
2020	J	`jnl`	Causal inference and counterfactual prediction in machine learning for actionable healthcare. Nat. Mach. Intell. Mattia Prosperi, Yi Guo, Matthew Sperrin, James S. Koopman, Jae S. Min, Xing He, Shannan N. Rich, Mo Wang, Iain E. Buchan, Jiang Bian
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	J	`jnl`	Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. J. Am. Medical Informatics Assoc. Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, 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
2018	—	`conf`	Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks. EMBC Tahmina Zebin, Matthew Sperrin, Niels Peek, Alexander J. Casson
2018	J	`jnl`	Multi-method laboratory user evaluation of an actionable clinical performance information system: Implications for usability and patient safety. J. Biomed. Informatics Benjamin Brown, Panos Balatsoukas, Richard Williams, Matthew Sperrin, Iain E. Buchan
2017	J	`jnl`	Dealing with under-reported variables: An information theoretic solution. Int. J. Approx. Reason. Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Mikel Luján, Gavin Brown
2016	—	`conf`	Estimating Mutual Information in Under-Reported Variables. Probabilistic Graphical Models Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Gavin Brown
2016	J	`jnl`	Interface design recommendations for computerised clinical audit and feedback: Hybrid usability evidence from a research-led system. Int. J. Medical Informatics Benjamin Brown, Panos Balatsoukas, Richard Williams, Matthew Sperrin, Iain E. Buchan
2016	J	`jnl`	Tilting the lasso by knowledge-based post-processing. BMC Bioinform. Kukatharmini Tharmaratnam, Matthew Sperrin, Thomas Jaki, Sjur Reppe, Arnoldo Frigessi
2016	J	`jnl`	Understanding clinical prediction models as 'innovations': a mixed methods study in UK family practice. BMC Medical Informatics Decis. Mak. Benjamin Brown, Sudeh Cheraghi-Sohi, Thomas Jaki, Ting-Li Su, Iain E. Buchan, Matthew Sperrin
2015	—	`conf`	A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function. MedInfo Artur Akbarov, Richard Williams, Benjamin Brown, Mamas Mamas, Niels Peek, Iain E. Buchan, Matthew Sperrin
2015	—	`conf`	Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results. MedInfo Paolo Fraccaro, Benjamin Brown, Mattia Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek
2014	Misc	`conf`	Making Audit Actionable: An Example Algorithm for Blood Pressure Management in Chronic Kidney Disease. AMIA Benjamin Brown, Richard Williams, Matthew Sperrin, Timothy Frank, John D. Ainsworth, Iain E. Buchan
2013	—	`conf`	e-Labs and the Stock of Health Method for Simulating Health Policies. MedInfo Philip A. Couch, Martin O'Flaherty, Matthew Sperrin, Benjamin Green, Panagiotis Balatsoukas, Stephen Lloyd, James McGrath, Claudia Soiland-Reyes, John D. Ainsworth, Simon Capewell, Iain E. Buchan
2012	J	`jnl`	Recovering Independent Associations in Genetics: A Comparison. J. Comput. Biol. Matthew Sperrin, Thomas Jaki
2010	J	`jnl`	Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models. Stat. Comput. Matthew Sperrin, Thomas Jaki, Ernst Wit