Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement

Orozco-Arroyave JR, Vasquez Correa J, Klumpp P, Pérez Toro PA, Escobar-Grisales D, Roth N, Ríos-Urrego CD, Strauß M, Carvajal-Castaño HA, Bayerl S, Castrillón-Osorio LR, Arias-Vergara T, Küderle A, López-Pabón FO, Parra-Gallego LF, Eskofier B, Gómez-Gómez LF, Schuster M, Nöth E (2020)

Publication Type: Journal article

Publication year: 2020

Journal

Neurodegenerative Disease Management Future Medicine

DOI: 10.2217/nmt-2019-0037

Abstract

Aim: This paper introduces Apkinson, a mobile application for motor evaluation and monitoring of Parkinson's disease patients. Materials & methods: The App is based on previously reported methods, for instance, the evaluation of articulation and pronunciation in speech, regularity and freezing of gait in walking, and tapping accuracy in hand movement. Results: Preliminary experiments indicate that most of the measurements are suitable to discriminate patients and controls. Significance is evaluated through statistical tests. Conclusion: Although the reported results correspond to preliminary experiments, we think that Apkinson is a very useful App that can help patients, caregivers and clinicians, in performing a more accurate monitoring of the disease progression. Additionally, the mobile App can be a personal health assistant.

Authors with CRIS profile

Juan Vasquez Correa Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) Philipp Klumpp Lehrstuhl für Informatik 5 (Mustererkennung) Paula Andrea Pérez Toro Professur für Informatik (Mustererkennung) Nils Roth Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics) Martin Strauß Professur für Informatik (Mustererkennung) Sebastian Bayerl Professur für Informatik (Mustererkennung) Arne Küderle Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics) Björn Eskofier Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics) Elmar Nöth Professur für Informatik (Mustererkennung)

Additional Organisation(s)

Machine Learning and Data Analytics Lab

Involved external institutions

Universidad de Antioquía (UDEA) CO Colombia (CO) Ludwig-Maximilians-Universität (LMU) DE Germany (DE)

How to cite

APA:

Orozco-Arroyave, J.R., Vasquez Correa, J., Klumpp, P., Pérez Toro, P.A., Escobar-Grisales, D., Roth, N.,... Nöth, E. (2020). Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement. Neurodegenerative Disease Management. https://dx.doi.org/10.2217/nmt-2019-0037

MLA:

Orozco-Arroyave, Juan Rafael, et al. "Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement." Neurodegenerative Disease Management (2020).

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