▷ Classification of Subjects with Parkinson's Disease using Finger Tapping Dataset
⭐⭐⭐⭐⭐Classification of Subjects with Parkinson's Disease using Finger Tapping Dataset ✅ #Parkinson #ParkinsonDisease #PD #FingerTapping #Physionet ➡️ #Classification #NaiveBayes #MLP #RandomForest #ExtraTrees #LogisticRegression #RidgeClassifier #SVM #GradientBoostingClassifier #LGBM ➡️ BMS2021: 11th IFAC Symposium on Biological and Medical Systems #BMS2021 ➡️ When using this resource, please cite the original publication: Asanza, V., Sánchez-Pozo, N. N., Lorente-Leyva, L. L., Peluffo-Ordóñez, D. H., Loayza, F. R., & Peláez, E. (2021). Classification of Subjects with Parkinson’s Disease using Finger Tapping Dataset. IFAC-PapersOnLine, 54(15), 376-381. ✅ Abstract: Parkinson’s disease is the second most common neurodegenerative disorder and affects more than 7 million people globally. In this work, we classify subjects with Parkinson’s disease using data from finger-tapping on a keyboard. We use a free database by Physionet with more than 9 million record...