Telemonitoring Parkinson's disease using machine learning by combining tremor and voice analysis.
Brain Informatics, 2020
UPDRS Label Assignment by Analyzing Accelerometer Sensor Data Collected from Conventional Smartphones.
Proceedings of the Brain Informatics - 13th International Conference, 2020
Non-Linear Dynamical Analysis of Resting Tremor for Demand-Driven Deep Brain Stimulation.
Sensors, 2019
Closed-loop deep brain stimulation based on a stream-clustering system.
Expert Syst. Appl., 2019
Brainjacking in deep brain stimulation and autonomy.
Ethics Inf. Technol., 2018
Dynamic synchronization state identification.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Decisions Made with Less Evidence Involve Higher Levels of Corticosubthalamic Nucleus Theta Band Synchrony.
J. Cogn. Neurosci., 2016
A Fuzzy Inference System for Closed-Loop Deep Brain Stimulation in Parkinson's Disease.
J. Medical Syst., 2015
Resting tremor classification and detection in Parkinson's disease patients.
Biomed. Signal Process. Control., 2015
Characteristics of thalamic local field potentials in patients with disorders of consciousness.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Non-Gaussian probabilistic MEG source localisation based on kernel density estimation.
NeuroImage, 2014
Tremor dependant nonlinear interaction in deep brain local field potentials of Parkinson's disease.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014
A non-Gaussian LCMV beamformer for MEG source reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2013
A new approach to the fusion of EEG and MEG signals using the LCMV beamformer.
Proceedings of the IEEE International Conference on Acoustics, 2013
Fusion of Magnetometer and Gradiometer Sensors of MEG in the Presence of Multiplicative Error.
IEEE Trans. Biomed. Eng., 2012
The role of the subthalamic nucleus in response inhibition: Evidence from local field potential recordings in the human subthalamic nucleus.
NeuroImage, 2012
Parkinson's Disease tremor classification - A comparison between Support Vector Machines and neural networks.
Expert Syst. Appl., 2012
Diffusion imaging of whole, post-mortem human brains on a clinical MRI scanner.
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NeuroImage, 2011
A fast solution to robust minimum variance beamformer and application to simultaneous MEG and local field potential.
Proceedings of the IEEE International Conference on Acoustics, 2011
Prediction of Parkinson's Disease tremor Onset Using a Radial Basis Function Neural Network Based on Particle Swarm Optimization.
Int. J. Neural Syst., 2010
Prediction of Parkinson's disease tremor onset using radial basis function neural networks.
Expert Syst. Appl., 2010
Topography of cortical and subcortical connections of the human pedunculopontine and subthalamic nuclei.
NeuroImage, 2007
Revealing the dynamic causal interdependence between neural and muscular signals in Parkinsonian tremor.
J. Frankl. Inst., 2007