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2020 – today
- 2023
[c12]Niels Peek
, Charlotte Stockton-Powdrell, Alexander J. Casson, Matthew Sperrin, Bijan Parsia, Andrea Manca, Cynthia Iglesias, Ibrahim Habli, Lamiece Hassan, Steven Antrobus, Matthew Machin:
Applying Team Science to Collaborative Digital Health Research: Learnings from the Wearable Clinic. MedInfo 2023: 374-378- [c11]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: 1026-1030 - [c10]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: 1476-1477 - 2022
- [c9]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 - [i2]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 abs/2205.13481 (2022) - 2021
- [j13]Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, 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): 155-166 (2021) - [j12]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): 1770-1780 (2021) - [c8]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 - [c7]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: 443-444 - 2020
- [j11]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) - [j10]Mattia Prosperi, Yi Guo, Matthew Sperrin, James S. Koopman, Jae S. Min, Xing He, Shannan N. Rich, Mo Wang, Iain E. Buchan, Jiang Bian:
Causal inference and counterfactual prediction in machine learning for actionable healthcare. Nat. Mach. Intell. 2(7): 369-375 (2020) - [i1]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:
Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews. CoRR abs/2001.08988 (2020)
2010 – 2019
- 2019
- [j9]Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, Niels Peek:
Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. J. Am. Medical Informatics Assoc. 26(11): 1412-1420 (2019) - [j8]Matthew Sperrin, David A. 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): 1675-1676 (2019) - 2018
- [j7]Benjamin Brown, Panos Balatsoukas, Richard Williams, Matthew Sperrin, Iain E. Buchan:
Multi-method laboratory user evaluation of an actionable clinical performance information system: Implications for usability and patient safety. J. Biomed. Informatics 77: 62-80 (2018) - [c6]Tahmina Zebin, Matthew Sperrin, Niels Peek, Alexander J. Casson:
Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks. EMBC 2018: 1-4 - 2017
- [j6]Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Mikel Luján, Gavin Brown:
Dealing with under-reported variables: An information theoretic solution. Int. J. Approx. Reason. 85: 159-177 (2017) - 2016
- [j5]Kukatharmini Tharmaratnam, Matthew Sperrin, Thomas Jaki, Sjur Reppe, Arnoldo Frigessi:
Tilting the lasso by knowledge-based post-processing. BMC Bioinform. 17: 344 (2016) - [j4]Benjamin Brown, Panos Balatsoukas, Richard Williams, Matthew Sperrin, Iain E. Buchan:
Interface design recommendations for computerised clinical audit and feedback: Hybrid usability evidence from a research-led system. Int. J. Medical Informatics 94: 191-206 (2016) - [j3]Benjamin Brown, Sudeh Cheraghi-Sohi, Thomas Jaki, Ting-Li Su, Iain E. Buchan, Matthew Sperrin:
Understanding clinical prediction models as 'innovations': a mixed methods study in UK family practice. BMC Medical Informatics Decis. Mak. 16: 106 (2016) - [c5]Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Gavin Brown:
Estimating Mutual Information in Under-Reported Variables. Probabilistic Graphical Models 2016: 449-461 - 2015
- [c4]Artur Akbarov, Richard Williams, Benjamin Brown, Mamas Mamas, Niels Peek, Iain E. Buchan, Matthew Sperrin:
A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function. MedInfo 2015: 696-700 - [c3]Paolo Fraccaro, Benjamin Brown, Mattia Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek:
Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results. MedInfo 2015: 701-705 - 2014
- [c2]Benjamin Brown, Richard Williams, Matthew Sperrin, Timothy Frank, John D. Ainsworth, Iain E. Buchan:
Making Audit Actionable: An Example Algorithm for Blood Pressure Management in Chronic Kidney Disease. AMIA 2014 - 2013
- [c1]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:
e-Labs and the Stock of Health Method for Simulating Health Policies. MedInfo 2013: 288-292 - 2012
- [j2]Matthew Sperrin, Thomas Jaki:
Recovering Independent Associations in Genetics: A Comparison. J. Comput. Biol. 19(8): 978-987 (2012) - 2010
- [j1]Matthew Sperrin, Thomas Jaki, Ernst Wit:
Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models. Stat. Comput. 20(3): 357-366 (2010)
Coauthor Index
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