Using Machine Learning and Accelerometry Data for Differential Diagnosis of Parkinson’s Disease and Essential Tremor
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Springer International Publishing
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http://link.springer.com/content/pdf/10.1007/978-3-030-31019-6_32
Reference20 articles.
1. Bhatia, K.-P., et al.: Consensus statement on the classification of tremors. From the task force on tremor of the International Parkinson and Movement Disorder Society. Mov. Disord. 33, 75–87 (2018). https://doi.org/10.1002/mds.27121
2. Bhavana, C., Gopal, J., Raghavendra, P., Vanitha, K.-M., Talasila, V.: Techniques of measurement for Parkinson’s tremor highlighting advantages of embedded IMU over EMG. In: 2016 International Conference on Recent Trends in Information Technology (ICRTIT), pp. 1–5. IEEE (2016)
3. Woods, A.-M., Nowostawski, M., Franz, E.-A., Purvis, M.: Parkinson’s disease and essential tremor classification on mobile device. Pervasive Mob. Comput. 13, 1–12 (2014). https://doi.org/10.1016/j.pmcj.2013.10.002
4. Barrantes, S., et al.: Differential diagnosis between Parkinson’s disease and essential tremor using the smartphone’s accelerometer. PLoS ONE 12, e0183843 (2017). https://doi.org/10.1371/journal.pone.0183843
5. Locatelli, P., Alimonti, D.: Differentiating essential tremor and Parkinson’s disease using a wearable sensor – a pilot study. In: 2017 7th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI), pp. 213–218. IEEE (2017)
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