Publications by authors named "Samuel D Relton"

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Trimodal age distribution of frequent attendance at the emergency department: a descriptive analysis of national, English, secondary care data using a retrospective cohort.
Catriona Marshall, Akshay Kumar, Sonia Saraiva, Robert M West, Suzanne M Mason, Samuel David Relton

BMJ Open· October 2025

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Assessing LV Contractility Identifies Populations With Preserved Ejection Fraction at Risk of Adverse Heart Failure Outcomes.
Sam Straw, Oliver I Brown, Charlotte A Cole, Judith E Lowry, Marcella Conning-Rowland, Samuel D Relton

Circ Cardiovasc Imaging· September 2025

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Primary care prediction of hip and knee replacement 1-5 years in advance using Temporal Graph-based Convolutional Neural Networks (TG-CNNs).
Zoe Hancox, Sarah R Kingsbury, Philip G Conaghan, Andrew Clegg, Samuel D Relton

Rheumatology (Oxford)· August 2025

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Community and hospital-based healthcare professionals perceptions of digital advance care planning for palliative and end-of-life care: a latent class analysis.
Jacqueline Birtwistle, Gabriella Williamson, Samuel D Relton, Andy Bradshaw, Katherine E Sleeman

Health Soc Care Deliv Res· June 2025

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Clustering Event Trajectories with Machine Learning: An Approach for Electronic Healthcare Records.
Asra Aslam, Samuel D Relton

Stud Health Technol Inform· May 2025

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Machine Learning Models Predicting Hospital Admissions During Chemotherapy Utilising Longitudinal Symptom Severity Reports and Patient-Reported Outcome Measures.
Zuzanna Wójcik, Vania Dimitrova, Lorraine Warrington, Galina Velikova, Kate Absolom, Samuel D Relton

Stud Health Technol Inform· May 2025

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Exploring the contextual assumptions, interventions and outcomes of digital advance care planning systems: A theory of change approach to understand implementation and evaluation.
Andy Bradshaw, Matthew J Allsop, Jacqueline Birtwistle, Catherine J Evans, Samuel D Relton

Palliat Med· December 2024

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A systematic review of networks for prognostic prediction of health outcomes and diagnostic prediction of health conditions within Electronic Health Records.
Zoe Hancox, Allan Pang, Philip G Conaghan, Sarah R Kingsbury, Andrew Clegg, Samuel D Relton

Artif Intell Med· December 2024

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State-of-the-art performance of deep learning methods for pre-operative radiologic staging of colorectal cancer lymph node metastasis: a scoping review.
Benjamin Keel, Aaron Quyn, David Jayne, Samuel David Relton

BMJ Open· December 2024

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Deep learning of Parkinson's movement from video, without human-defined measures.
Jiacheng Yang, Stefan Williams, David C Hogg, Jane E Alty, Samuel D Relton

J Neurol Sci· August 2024

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Development and external validation of the eFalls tool: a multivariable prediction model for the risk of ED attendance or hospitalisation with a fall or fracture in older adults.
Lucinda Archer, Samuel D Relton, Ashley Akbari, Kate Best, Milica Bucknall

Age Ageing· March 2024

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Fixing the Leaky Pipe: How to Improve the Uptake of Patient-Reported Outcomes-Based Prognostic and Predictive Models in Cancer Clinical Practice.
Katie L Spencer, Kate L Absolom, Matthew J Allsop, Samuel D Relton, Jessica Pearce

JCO Clin Cancer Inform· September 2023

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Associations with Non-Persistence with Intra-Vitreal Therapy for Neovascular Age-Related Macular Degeneration at 24 Months.
Samuel D Relton, Gloria C Chi, Andrew J Lotery, Robert M West, Martin McKibbin

Ophthalmologica· July 2023

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Contactless hand tremor amplitude measurement using smartphones: development and pilot evaluation.
James Bungay, Osasenaga Emokpae, Samuel D Relton, Jane Alty, Stefan Williams

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Characteristics of good home-based end-of-life care: analysis of 5-year data from a nationwide mortality follow-back survey in England.
Yousuf ElMokhallalati, Emma Chapman, Samuel D Relton, Michael I Bennett, Lucy Ziegler

Br J Gen Pract· June 2023

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Parkinsonian Hand or Clinician's Eye? Finger Tap Bradykinesia Interrater Reliability for 21 Movement Disorder Experts.
Stefan Williams, David Wong, Jane E Alty, Samuel D Relton

J Parkinsons Dis· June 2023

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A novel temporal generative adversarial network for electrocardiography anomaly detection.
Jing Qin, Fujie Gao, Zumin Wang, David C Wong, Zhibin Zhao, Samuel D Relton

Artif Intell Med· February 2023

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Correction: Advanced care planning during the COVID-19 pandemic: ceiling of care decisions and their implications for observational data.
Sam Straw, Melanie McGinlay, Michael Drozd, Thomas A Slater, Alice Cowley, Samuel D Relton

BMC Palliat Care· December 2022

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Suboptimal Dosing of β-Blockers in Chronic Heart Failure: A Missed Opportunity?
Melanie McGinlay, Sam Straw, Rowenna Byrom-Goulthorp, Samuel D Relton, John Gierula

J Cardiovasc Nurs· October 2022

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Risk scores in anaesthesia: the future is hard to predict.
Daniel James Drayton, Michael Ayres, Samuel D Relton, Matthew Sperrin, Marlous Hall

BJA Open· September 2022

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To the emergency room and back again: Circular healthcare pathways for acute functional neurological disorders.
Stefan Williams, Clea Southall, Samantha Haley, Thamer Ba Dhafari, Steven Kemp, Samuel D Relton

J Neurol Sci· June 2022

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Evidence of objective sleep impairment in nonepileptic attack disorder: A naturalistic prospective controlled study using actigraphy and daily sleep diaries over six nights.
Saafi Mousa, Gary Latchford, Anna Weighall, Hannah Nash, Rebecca Murray-Leslie, Samuel D Relton

Epilepsy Behav· April 2021

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Advanced care planning during the COVID-19 pandemic: ceiling of care decisions and their implications for observational data.
Sam Straw, Melanie McGinlay, Michael Drozd, Thomas A Slater, Alice Cowley, Samuel D Relton

BMC Palliat Care· January 2021

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Accuracy of Smartphone Video for Contactless Measurement of Hand Tremor Frequency.
Stefan Williams, Hui Fang, Samuel D Relton, David C Wong, Taimour Alam

Mov Disord Clin Pract· January 2021

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Supervised classification of bradykinesia in Parkinson's disease from smartphone videos.
Stefan Williams, Samuel D Relton, Hui Fang, Jane Alty, Rami Qahwaji

Artif Intell Med· November 2020

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