Detection of Parkinson’s Disease from Hand-Drawn Images Using Deep Transfer Learning

Intelligent Learning for Computer Vision - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-981-33-4582-9_6 ◽

2021 ◽

pp. 67-84

Author(s):

Akalpita Das ◽

Himanish Shekhar Das ◽

Arijeet Choudhury ◽

Anupal Neog ◽

Sourav Mazumdar

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning

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Insight into an unsupervised two-step sparse transfer learning algorithm for speech diagnosis of Parkinson’s disease

Neural Computing and Applications ◽

10.1007/s00521-021-05741-0 ◽

2021 ◽

Author(s):

Yongming Li ◽

Xinyue Zhang ◽

Pin Wang ◽

Xiaoheng Zhang ◽

Yuchuan Liu

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Learning Algorithm ◽

Insight Into

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Detection of Parkinson's Disease Through Static and Dynamic Spiral Test Drawings: A Transfer Learning Approach

10.1109/icts52701.2021.9607870 ◽

2021 ◽

Author(s):

Matt Ervin Mital

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Learning Approach

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Parkinson’s Disease Detection Using FMRI Images Leveraging Transfer Learning on Convolutional Neural Network

2020 International Conference on Machine Learning and Cybernetics (ICMLC) ◽

10.1109/icmlc51923.2020.9469530 ◽

2020 ◽

Author(s):

ASADUZZAMAN SAJEEB ◽

A.F.M. NAZMUS SAKIB ◽

SANJIDA ALI SHUSHMITA ◽

S. M. ASHRAF KABIR ◽

MD TANZIM REZA ◽

...

Keyword(s):

Neural Network ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Disease Detection

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Diagnosis of Parkinson’s disease using deep CNN with transfer learning and data augmentation

Multimedia Tools and Applications ◽

10.1007/s11042-020-10114-1 ◽

2020 ◽

Author(s):

Sukhpal Kaur ◽

Himanshu Aggarwal ◽

Rinkle Rani

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Data Augmentation ◽

Deep Cnn

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Ensemble of Deep Transfer Learning Models for Parkinson's Disease Classification

Advances in Intelligent Systems and Computing - Soft Computing and Signal Processing ◽

10.1007/978-981-16-1249-7_14 ◽

2021 ◽

pp. 135-143

Author(s):

Kiranbabu Rajanbabu ◽

Iswarya Kannoth Veetil ◽

V. Sowmya ◽

E. A. Gopalakrishnan ◽

K. P. Soman

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Disease Classification ◽

Learning Models

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A hybrid deep transfer learning-based approach for Parkinson's disease classification in surface electromyography signals

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103161 ◽

2022 ◽

Vol 71 ◽

pp. 103161

Author(s):

Khosro Rezaee ◽

Somayeh Savarkar ◽

Xiaofeng Yu ◽

Jingyu Zhang

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Surface Electromyography ◽

Disease Classification ◽

Electromyography Signals

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Voice based classification of patients with Amyotrophic Lateral Sclerosis, Parkinson’s Disease and Healthy Controls with CNN-LSTM using transfer learning

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9053682 ◽

2020 ◽

Author(s):

Jhansi Mallela ◽

Aravind Illa ◽

Suhas B. N. ◽

Sathvik Udupa ◽

Yamini Belur ◽

...

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Amyotrophic Lateral Sclerosis ◽

Transfer Learning ◽

Healthy Controls ◽

Lateral Sclerosis

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Predicting UPDRS Scores in Parkinson’s Disease Using Voice Signals: A Deep Learning/Transfer-Learning-Based Approach

Communications in Computer and Information Science - Automatic Assessment of Parkinsonian Speech ◽

10.1007/978-3-030-65654-6_6 ◽

2020 ◽

pp. 100-123

Author(s):

Julián D. Arias-Londoño ◽

Jorge A. Gómez-García

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Deep Learning ◽

Transfer Learning ◽

Learning Transfer

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Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson’s Disease from Speech in Three Different Languages

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33904-3_66 ◽

2019 ◽

pp. 697-706 ◽

Cited By ~ 2

Author(s):

Juan Camilo Vásquez-Correa ◽

Tomas Arias-Vergara ◽

Cristian D. Rios-Urrego ◽

Maria Schuster ◽

Jan Rusz ◽

...

Keyword(s):

Neural Networks ◽

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Learning Strategy

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Transfer Learning improves MI BCI models classification accuracy in Parkinson's disease patients

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287391 ◽

2021 ◽

Author(s):

Aleksandar Miladinovic ◽

Milos Ajcevic ◽

Pierpaolo Busan ◽

Joanna Jarmolowska ◽

Giulia Silveri ◽

...

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Transfer Learning ◽

Classification Accuracy

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