Classification of Parkinson's Disease using Speech Attributes with Parametric and Nonparametric Machine Learning Techniques

Communications in Computer and Information Science - Advances in Computing and Data Sciences ◽

Classification of Parkinson’s Disease Using Various Machine Learning Techniques

10.1007/978-981-13-9939-8_27 ◽

2019 ◽

pp. 296-311

Author(s):

Tamanna Sood ◽

Padmavati Khandnor

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease

Scientific Reports ◽

10.1038/s41598-018-24783-4 ◽

2018 ◽

Vol 8 (1) ◽

Cited By ~ 28

Author(s):

Chao Gao ◽

Hanbo Sun ◽

Tuo Wang ◽

Ming Tang ◽

Nicolaas I. Bohnen ◽

...

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Clinical Outcomes ◽

Model Based ◽

Model Free ◽

Learning Techniques ◽

Free Machine

Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing ◽

The Diagnosis of Parkinson's Disease Based on Gait, Speech Analysis and Machine Learning Techniques

10.1145/3448748.3448804 ◽

2021 ◽

Author(s):

Yuyang Miao ◽

Xinyu Lou ◽

Han Wu

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Speech Analysis ◽

Advances in Intelligent Systems and Computing - Computational Intelligence, Cyber Security and Computational Models ◽

Comparison of Machine Learning Techniques for the Identification of the Stages of Parkinson’s Disease

10.1007/978-981-10-0251-9_25 ◽

2015 ◽

pp. 247-259 ◽

Cited By ~ 1

Author(s):

P. F. Deena ◽

Kumudha Raimond

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

A hybrid system for Parkinson’s disease diagnosis using machine learning techniques

International Journal of Speech Technology ◽

10.1007/s10772-021-09837-9 ◽

2021 ◽

Author(s):

Rohit Lamba ◽

Tarun Gulati ◽

Hadeel Fahad Alharbi ◽

Anurag Jain

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Hybrid System ◽

Disease Diagnosis ◽

Mobile Computing and Sustainable Informatics - Lecture Notes on Data Engineering and Communications Technologies ◽

Parkinson’s Disease Data Analysis and Prediction Using Ensemble Machine Learning Techniques

10.1007/978-981-16-1866-6_24 ◽

2021 ◽

pp. 327-339

Author(s):

Rubash Mali ◽

Sushila Sipai ◽

Drish Mali ◽

Subarna Shakya

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Data Analysis ◽

Ensemble Machine Learning ◽

A hybrid intelligent system for the prediction of Parkinson's Disease progression using machine learning techniques

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2017.09.002 ◽

2018 ◽

Vol 38 (1) ◽

pp. 1-15 ◽

Cited By ~ 36

Author(s):

Mehrbakhsh Nilashi ◽

Othman Ibrahim ◽

Hossein Ahmadi ◽

Leila Shahmoradi ◽

Mohammadreza Farahmand

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Disease Progression ◽

Intelligent System ◽

Learning Techniques ◽

Hybrid Intelligent System

Lecture Notes in Electrical Engineering - Advances in Electronics, Communication and Computing ◽

Parkinson’s Disease Detection Using Machine Learning Techniques

10.1007/978-981-15-8752-8_49 ◽

2021 ◽

pp. 483-493

Author(s):

P. Anudeep ◽

P. Mourya ◽

T. Anandhi

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Disease Detection ◽

2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184) ◽

A Comparative Study of Early Detection of Parkinson's Disease using Machine Learning Techniques

10.1109/icoei48184.2020.9142956 ◽

2020 ◽

Author(s):

Shail Raval ◽

Rahil Balar ◽

Vibha Patel

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Early Detection ◽

Comparative Study ◽

2020 International Conference on Innovation and Intelligence for Informatics, Computing and Technologies (3ICT) ◽

Detection of Parkinson’s Disease (PD) Based On Speech Recordings using Machine Learning Techniques

10.1109/3ict51146.2020.9311991 ◽

2020 ◽

Author(s):

Azian Azamimi Abdullah ◽

Nurul Nurain Norazman ◽

Wan Khairunizam Wan Ahmad ◽

Saidatul Ardeenawatie Awang ◽

Foong Wei Jian

Keyword(s):

Machine Learning ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽