X. Zheng

Faculty of Medical Sciences

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E-mail:

x.zheng umcg.nl

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Publications

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 p., 107406.

Research output: Contribution to journal › Article › Academic › 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 p., 109338.

Research output: Contribution to journal › Article › Academic › 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 p., 108739.

Research output: Contribution to journal › Article › Academic › 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 p.

Research output: Thesis › Thesis fully internal (DIV)

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.

Research output: Contribution to conference › Abstract › Academic

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 p., 107432.

Research output: Contribution to journal › Article › Academic › 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-May-2022, In: Computers in biology and medicine. 144, 10 p., 105329.

Research output: Contribution to journal › Article › Academic › 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.

Research output: Contribution to conference › Abstract › Academic

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.

Research output: Contribution to conference › Abstract › Academic

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 p.

Research output: Contribution to conference › Abstract › Academic

All (13) publications

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