Graph and Handwriting Signals-Based Machine Learning Models Development in Parkinson’s Screening and Telemonitoring

Author:

Mancini Annalisa1,Albani Giovanni2,Marano Giuseppe3,Calabrese Raffaella4,Veneziano Giuseppe2,Paffi Alessandra5,Angelucci Matteo4,Mazza Marianna6,Pallotti Antonio7

Affiliation:

1. Sapienza University of Rome Technoscience,Rome,Italy

2. Casa di Cura Le Terrazze,Varese,Italy

3. AGIF, Institute of Psychiatry and Psychology,Department of Geriatrics, Neuroscience and Orthopedics, Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore,Rome,Italy,00168

4. San Raffaele University of Rome,Rome,Italy

5. Sapienza University of Rome,ICEmB,Rome,Italy

6. Istitute of Psychiatry and Psychology,Department of Geriatrics, Neuroscience and Orthopedics, Fondazione Policlinico Universitario A. Gemelli IRCSS, Università Cattolica del Sacro Cuore,Rome,Italy,00168

7. Consorzio Parco Scientifico e Tecnologico Pontino Technoscience San Raffaele University of Rome,Rome,Italy

Publisher

IEEE

Reference20 articles.

1. Classification-Based Screening of Parkinson’s Disease Patients through Graph and Handwriting Signals;fratello;Eng Proc 2021,0

2. Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease

3. Quantification of the drawing of an Archimedes spiral through the analysis of its digitized picture

4. Classification-based screening of Parkinson’s disease patients through voice signal;cordella;2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA),2021

5. Parkinson’s Disease Identification using KNN and ANN Algorithms based on Voice Disorder

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Grapho-Phonological Signals-Based Machine Learning Models Development for the Depressive Disorder;Lecture Notes in Electrical Engineering;2023-11-29

2. Classification-Based Screening of Depressive Disorder Patients Through Graph, Handwriting and Voice Signals;2023 International Workshop on Biomedical Applications, Technologies and Sensors (BATS);2023-09-28

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