Rügamer D - Search Results

1

Smooth and accurate predictions of joint contact force time-series in gait using over parameterised deep neural networks.

Liew BXW, Rügamer D, Mei Q, Altai Z, Zhu X, Zhai X, Cortes N. Liew BXW, et al. Among authors: rugamer d. Front Bioeng Biotechnol. 2023 Jul 3;11:1208711. doi: 10.3389/fbioe.2023.1208711. eCollection 2023. Front Bioeng Biotechnol. 2023. PMID: 37465692 Free PMC article.

2

Classifying neck pain status using scalar and functional biomechanical variables - development of a method using functional data boosting.

Liew BXW, Rugamer D, Stocker A, De Nunzio AM. Liew BXW, et al. Among authors: rugamer d. Gait Posture. 2020 Feb;76:146-150. doi: 10.1016/j.gaitpost.2019.12.008. Epub 2019 Dec 13. Gait Posture. 2020. PMID: 31855805

3

Interpretable machine learning models for classifying low back pain status using functional physiological variables.

Liew BXW, Rugamer D, De Nunzio AM, Falla D. Liew BXW, et al. Among authors: rugamer d. Eur Spine J. 2020 Aug;29(8):1845-1859. doi: 10.1007/s00586-020-06356-0. Epub 2020 Mar 2. Eur Spine J. 2020. PMID: 32124044

4

Classifying individuals with and without patellofemoral pain syndrome using ground force profiles - Development of a method using functional data boosting.

Liew BXW, Rugamer D, Abichandani D, De Nunzio AM. Liew BXW, et al. Among authors: rugamer d. Gait Posture. 2020 Jul;80:90-95. doi: 10.1016/j.gaitpost.2020.05.034. Epub 2020 May 25. Gait Posture. 2020. PMID: 32497981

5

Clinical predictive modelling of post-surgical recovery in individuals with cervical radiculopathy: a machine learning approach.

Liew BXW, Peolsson A, Rugamer D, Wibault J, Löfgren H, Dedering A, Zsigmond P, Falla D. Liew BXW, et al. Among authors: rugamer d. Sci Rep. 2020 Oct 8;10(1):16782. doi: 10.1038/s41598-020-73740-7. Sci Rep. 2020. PMID: 33033308 Free PMC article. Clinical Trial.

6

A novel metric of reliability in pressure pain threshold measurement.

Liew B, Lee HY, Rügamer D, De Nunzio AM, Heneghan NR, Falla D, Evans DW. Liew B, et al. Among authors: rugamer d. Sci Rep. 2021 Mar 25;11(1):6944. doi: 10.1038/s41598-021-86344-6. Sci Rep. 2021. PMID: 33767329 Free PMC article.

7

Machine learning approaches applied in spinal pain research.

Falla D, Devecchi V, Jiménez-Grande D, Rügamer D, Liew BXW. Falla D, et al. Among authors: rugamer d. J Electromyogr Kinesiol. 2021 Dec;61:102599. doi: 10.1016/j.jelekin.2021.102599. Epub 2021 Sep 17. J Electromyogr Kinesiol. 2021. PMID: 34624604 Review.

8

Comparing shallow, deep, and transfer learning in predicting joint moments in running.

Liew BXW, Rügamer D, Zhai X, Wang Y, Morris S, Netto K. Liew BXW, et al. Among authors: rugamer d. J Biomech. 2021 Dec 2;129:110820. doi: 10.1016/j.jbiomech.2021.110820. Epub 2021 Oct 24. J Biomech. 2021. PMID: 34717160

9

The mechanical energetics of walking across the adult lifespan.

Liew BXW, Rugamer D, Duffy K, Taylor M, Jackson J. Liew BXW, et al. Among authors: rugamer d. PLoS One. 2021 Nov 12;16(11):e0259817. doi: 10.1371/journal.pone.0259817. eCollection 2021. PLoS One. 2021. PMID: 34767611 Free PMC article.

10

Machine learning versus logistic regression for prognostic modelling in individuals with non-specific neck pain.

Liew BXW, Kovacs FM, Rügamer D, Royuela A. Liew BXW, et al. Among authors: rugamer d. Eur Spine J. 2022 Aug;31(8):2082-2091. doi: 10.1007/s00586-022-07188-w. Epub 2022 Mar 30. Eur Spine J. 2022. PMID: 35353221

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