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Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Mar 9, 2017

Bjoern M EskofierPaolo Bonato

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Abstract

The development of wearable sensors has opened the door for long-term assessment of movement disorders. However, there is still a need for developing methods suitable to monitor motor symptoms in and outside the clinic. The purpose of this paper was to investigate deep learning as a met...read more

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Classification
Clinic
Severity of Illness Index
Limb Structure
Evaluation
Computer Programs and Programming
Neural Network Simulation
Monitoring - Action
Parkinson Disease
Extrinsic
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Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Mar 9, 2017

Bjoern M EskofierPaolo Bonato

PMID: 28268413

DOI: 10.1109/embc.2016.7590787

Abstract

The development of wearable sensors has opened the door for long-term assessment of movement disorders. However, there is still a need for developing methods suitable to monitor motor symptoms in and outside the clinic. The purpose of this paper was to investigate deep learning as a met...read more

Mentioned in this Paper

Classification
Clinic
Severity of Illness Index
Limb Structure
Evaluation
Computer Programs and Programming
Neural Network Simulation
Monitoring - Action
Parkinson Disease
Extrinsic

Feeds With Similar Papers

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Movement disorders are a group of nervous system disorders that increase or decrease voluntary or involuntary movements. Here is the latest research on genetic and environmental factors, as well as mechanisms that underlie movement disorders.

Parkinson's Disease

Parkinson's Disease is a progressive neurodegenerative disorder characterized by loss of muscle control, including trembling of the limbs and impaired balance. Here is the latest research.

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Investigating deep learning for fNIRS based BCI

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Paper Details
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