X. Zheng

Faculteit Medische Wetenschappen/UMCG

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E-mail:

x.zheng umcg.nl

Homepage ORCID Research Portal

Publicaties

Age-related gait patterns classification using deep learning based on time-series data from one accelerometer

Zheng, X., Wilhelm, E., Otten, E., Reneman, M. F. & Lamoth, C. J. C., jun.-2025, In: Biomedical signal processing and control. 104, 11 blz., 107406.

Onderzoeksoutput › › peer review

Explaining deep learning models for age-related gait classification based on acceleration time series

Zheng, X., Otten, E., Reneman, M. F. & Lamoth, C. J., jan.-2025, In: Computers in biology and medicine. 184, 9 blz., 109338.

Onderzoeksoutput › › peer review

Establishing central sensitization inventory cut-off values in Dutch-speaking patients with chronic low back pain by unsupervised machine learning

Zheng, X., Lamoth, C. J., Timmerman, H., Otten, E. & Reneman, M. F., aug.-2024, In: Computers in biology and medicine. 178, 9 blz., 108739.

Onderzoeksoutput › › peer review

Explainable Artificial Intelligence in Movement Sciences: focusing on gait analysis in healthy older adults and patients with back pain

Zheng, X., 2024, [Groningen]: University of Groningen. 175 blz.

Onderzoeksoutput

Physical activity patterns of patients with chronic low back pain and central sensitization: insights from a machine learning method

Zheng, X., Reneman, M., Otten, B. & Lamoth, C., 26-jan.-2023.

Onderzoeksoutput ›

Relationship between physical activity and central sensitization in chronic low back pain: Insights from machine learning

Zheng, X., Reneman, M. F., Schiphorst Preuper, R. H., Otten, E. & Lamoth, C. J., apr.-2023, In: Computer Methods and Programs in Biomedicine. 232, 10 blz., 107432.

Onderzoeksoutput › › peer review

Association between central sensitization and gait in chronic low back pain: Insights from a machine learning approach

Zheng, X., Reneman, M., Ansuategui Echeita, J., Schiphorst Preuper, R., Kruitbosch, H., Otten, B. & Lamoth, C., 1-mei-2022, In: Computers in biology and medicine. 144, 10 blz., 105329.

Onderzoeksoutput › › peer review

Effects of Level of Central Sensitization on Physical Activity Patterns in Chronic Low Back Pain: Insights from A Machine Learning Approach

Zheng, X., Reneman, M., Otten, B. & Lamoth, C., 3-jul.-2022.

Onderzoeksoutput ›

Exploring Effects of Central Sensitization on Gait in Chronic Low Back Pain by Using Machine Learning Approach

Zheng, X., Reneman, M., Otten, B. & Lamoth, C., 21-jun.-2022.

Onderzoeksoutput ›

CLASSIFICATION OF PATIENTS WITH CHRONIC LOW BACK PAIN AND HIGH OR LOW CENTRAL SENSITIZATION BY GAIT OUTCOMES USING MACHINE LEARNING METHODS

Zheng, X., Reneman, M., Ansuategui Echeita, J., Kruitbosch, H., Otten, B. & Lamoth, C., 2021, (Accepted/In press). 1 blz.

Onderzoeksoutput ›

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