Publications by authors named "David Rugamer"

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Predicting normative walking biomechanics across the lifespan using seven simple features.
Bernard X W Liew, Rachel Senden, David Rugamer, Emanuel Sommer, Kenneth Meijer

J Neuroeng Rehabil· October 2025

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Feasibility of human ethomic biomarkers for the diagnosis and monitoring of hip osteoarthritis.
Bernard X W Liew, David Rugamer, Bradley S Neal, Aleksandra Birn-Jeffery, Qichang Mei

J Biomech· June 2025

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Evolution of joint power across the lifespan during walking.
Bernard X W Liew, Rachel Senden, David Rugamer, Kenneth Meijer, Qichang Mei

J Neuroeng Rehabil· June 2025

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Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data.
Nandhini Santhanam, Hee E Kim, David Rügamer, Andreas Bender, Stefan Muthers

NPJ Digit Med· April 2025

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Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition.
Tobias Weber, Jakob Dexl, David Rügamer, Michael Ingrisch

Radiol Artif Intell· March 2025

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Functional Data Analysis: An Introduction and Recent Developments.
Jan Gertheiss, David Rügamer, Bernard X W Liew, Sonja Greven

Biom J· October 2024

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The mechanical energetics of walking across the adult lifespan.
Bernard X W Liew, David Rugamer, Kim Duffy, Matthew Taylor, Jo Jackson

PLoS One· July 2024

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Strategies to optimise machine learning classification performance when using biomechanical features.
Bernard X W Liew, Florian Pfisterer, David Rügamer, Xiaojun Zhai

J Biomech· March 2024

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Neuromechanical stabilisation of the centre of mass during running.
Bernard X W Liew, David Rügamer, Aleksandra V Birn-Jeffery

Gait Posture· February 2024

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A Comprehensive Machine Learning Benchmark Study for Radiomics-Based Survival Analysis of CT Imaging Data in Patients With Hepatic Metastases of CRC.
Anna Theresa Stüber, Stefan Coors, Balthasar Schachtner, Tobias Weber, David Rügamer

Invest Radiol· December 2023

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Automatic Variable Selection Algorithms in Prognostic Factor Research in Neck Pain.
Bernard X W Liew, Francisco M Kovacs, David Rügamer, Ana Royuela

J Clin Med· September 2023

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Smooth and accurate predictions of joint contact force time-series in gait using over parameterised deep neural networks.
Bernard X W Liew, David Rügamer, Qichang Mei, Zainab Altai, Xuqi Zhu

Front Bioeng Biotechnol· July 2023

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Machine learning versus logistic regression for prognostic modelling in individuals with non-specific neck pain.
Bernard X W Liew, Francisco M Kovacs, David Rügamer, Ana Royuela

Eur Spine J· August 2022

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Combining graph neural networks and spatio-temporal disease models to improve the prediction of weekly COVID-19 cases in Germany.
Cornelius Fritz, Emilio Dorigatti, David Rügamer

Sci Rep· March 2022

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Machine learning approaches applied in spinal pain research.
Deborah Falla, Valter Devecchi, David Jiménez-Grande, David Rügamer, Bernard X W Liew

J Electromyogr Kinesiol· December 2021

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Comparing shallow, deep, and transfer learning in predicting joint moments in running.
Bernard X W Liew, David Rügamer, Xiaojun Zhai, Yucheng Wang, Susan Morris

J Biomech· December 2021

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A novel metric of reliability in pressure pain threshold measurement.
Bernard Liew, Ho Yin Lee, David Rügamer, Alessandro Marco De Nunzio, Nicola R Heneghan

Sci Rep· March 2021

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Clinical predictive modelling of post-surgical recovery in individuals with cervical radiculopathy: a machine learning approach.
Bernard X W Liew, Anneli Peolsson, David Rugamer, Johanna Wibault, Hakan Löfgren

Sci Rep· October 2020

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Interpretable machine learning models for classifying low back pain status using functional physiological variables.
Bernard X W Liew, David Rugamer, Alessandro Marco De Nunzio, Deborah Falla

Eur Spine J· August 2020

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Classifying individuals with and without patellofemoral pain syndrome using ground force profiles - Development of a method using functional data boosting.
Bernard X W Liew, David Rugamer, Deepa Abichandani, Alessandro Marco De Nunzio

Gait Posture· July 2020

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Classifying neck pain status using scalar and functional biomechanical variables - development of a method using functional data boosting.
Bernard X W Liew, David Rugamer, Almond Stocker, Alessandro Marco De Nunzio

Gait Posture· February 2020

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Giardiosis and other enteropathogenic infections: a study on diarrhoeic calves in Southern Germany.
Julia Gillhuber, David Rügamer, Kurt Pfister, Miriam C Scheuerle

BMC Res Notes· February 2014

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