Machine Learning Discrimination of Parkinson’s Disease Stages from Walker-Mounted Sensors Data
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Springer International Publishing
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http://link.springer.com/content/pdf/10.1007/978-3-030-53352-6_4
Reference17 articles.
1. Aharonson, V., Schlesinger, I., McDonald, A., Dubowsky, S., Korczyn, A.: A practical measurement of Parkinson’s patients gait using simple walker-based motion sensing and data analysis. J. Med. Devices 12, 011012 (2018)
2. Akbari, A., Dewey, R., Jafari, R.: Validation of a new model-free signal processing method for gait feature extraction using inertial measurement units to diagnose and quantify the severity of Parkinson’s disease. In: International Conference on Computer Communication and Networks (ICCCN), pp. 1–5, July 2017
3. Arora, S., Venkataraman, V., Donohue, S., Biglan, K., Dorsey, E., Little, M.A.: Detecting and monitoring the symptoms of Parkinson’s disease using smartphones: A pilot study. Parkinsonism Rel. Disord. 21, 03 (2015)
4. Ballesteros, J., Urdiales, C., Martinez, A.B., Tirado, M.: Automatic assessment of a rollator-users condition during rehabilitation using the i-walker platform. IEEE Trans. Neural Syst. Rehabil. Eng. 25(11), 2009–2017 (2017)
5. Breiman, L.: Random forests. Mach. Learn. 45(1), 5–32 (2001)
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