Health Technology/clinical-trials

International Validation Study Opens: AI-Driven Freezing of Gait Detection for Home-Based Parkinson's Monitoring — What Movement Disorder Specialists Need to Know

247 Health News Editorial

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18 May 2026

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4 min read

·clinical-trials

International validation study investigating AI-driven detection of freezing of gait in Parkinson's patients using wearable sensors in home environments. The AID-FOG algorithm could revolutionise objective monitoring of this debilitating symptom.

Originally reported by ClinicalTrials.gov

References

  1. 1.KU Leuven. (2024). Artificial Intelligence-Driven Freezing Of Gait Detection in the Home: Investigating How Free-living Activities Affect the Algorithm. ClinicalTrials.gov. NCT07580612. https://clinicaltrials.gov/study/NCT07580612
  2. 2.Pardoel, S., Kofman, J., Nantel, J., & Lemaire, E. D. (2019). Wearable-sensor-based detection and prediction of freezing of gait in Parkinson's disease: a review. Sensors, 19(23), 5141. https://doi.org/10.3390/s19235141
  3. 3.Nutt, J. G., Bloem, B. R., Giladi, N., Hallett, M., Horak, F. B., & Nieuwboer, A. (2011). Freezing of gait: moving forward on a mysterious clinical phenomenon. The Lancet Neurology, 10(8), 734-744. https://doi.org/10.1016/S1474-4422(11)70143-0
  4. 4.Mancini, M., Priest, K. C., Nutt, J. G., & Horak, F. B. (2012). Quantifying freezing of gait in Parkinson's disease during the instrumented timed up and go test. Conference Proceedings IEEE Engineering in Medicine and Biology Society, 2012, 1198-1201. https://doi.org/10.1109/EMBC.2012.6346340
  5. 5.Giladi, N., & Nieuwboer, A. (2008). Understanding and treating freezing of gait in parkinsonism, proposed working definition, and setting the stage. Movement Disorders, 23(S2), S423-S425. https://doi.org/10.1002/mds.21927
  6. 6.Postuma, R. B., Berg, D., Stern, M., Poewe, W., Olanow, C. W., Oertel, W., ... & Deuschl, G. (2015). MDS clinical diagnostic criteria for Parkinson's disease. Movement Disorders, 30(12), 1591-1601. https://doi.org/10.1002/mds.26424
  7. 7.Bloem, B. R., Hausdorff, J. M., Visser, J. E., & Giladi, N. (2004). Falls and freezing of gait in Parkinson's disease: a review of two interconnected, episodic phenomena. Movement Disorders, 19(8), 871-884. https://doi.org/10.1002/mds.20115
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