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

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.655-658

2016

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An adaptive deep learning approach for PPG-based identification

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.6401-6404

2016

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Can PPG be used for HRV analysis?

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.2945-2949

2016

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AustinMan and AustinWoman: High-fidelity, anatomical voxel models developed from the VHP color images

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3346-3349

2016

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Workshop on Personal Motion Technologies for Healthy Independent Living: Executive Summary

Archives of physical medicine and rehabilitation, 2012-06, Vol.93 (6), p.935-939

2012

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A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3187-3190

2016

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Automatic detection and severity measurement of eczema using image processing

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.1365-1368

2016

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Data-driven estimation of blood pressure using photoplethysmographic signals

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.766-769

2016

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An ICT and mobile health integrated approach to optimize patients' education on hypertension and its management by physicians: The Patients Optimal Strategy of Treatment(POST) pilot study

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.517-520

2016

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Telemedicine with mobile devices and augmented reality for early postoperative care

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.4411-4414

2016

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Combined accelerometer and EMG analysis to differentiate essential tremor from Parkinson's disease

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.672-675

2016

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Ear-EEG allows extraction of neural responses in challenging listening scenarios - A future technology for hearing aids?

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5697-5700

2016

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Real-time gait event detection for lower limb amputees using a single wearable sensor

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5067-5070

2016

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Classification of obsessive-compulsive disorder from resting-state fMRI

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3606-3609

2016

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Single-channel EEG-based mental fatigue detection based on deep belief network

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.367-370

2016

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Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.6417-6420

2016

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Experimental evaluation of regression model-based walking speed estimation using lower body-mounted IMU

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.243-246

2016

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Support vector machine classification of Parkinson's disease and essential tremor subjects based on temporal fluctuation

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.6389-6392

2016

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Vital sign monitoring utilizing Eulerian video magnification and thermography

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3527-3530

2016

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Beat-to-beat heart rate detection by smartphone's accelerometers: Validation with ECG

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.525-528

2016

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A system to monitor tremors in patients with Parkinson's disease

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5007-5010

2016

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HRV4Training: Large-scale longitudinal training load analysis in unconstrained free-living settings using a smartphone application

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.2610-2613

2016

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24 DOF EMG controlled hybrid actuated prosthetic hand

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5059-5062

2016

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Mental stress grading based on fNIRS signals

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5140-5143

2016

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Attractor-shape descriptors for balance impairment assessment in Parkinson's disease

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3096-3100

2016

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

An adaptive deep learning approach for PPG-based identification

Can PPG be used for HRV analysis?

AustinMan and AustinWoman: High-fidelity, anatomical voxel models developed from the VHP color images

Workshop on Personal Motion Technologies for Healthy Independent Living: Executive Summary

A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel

Automatic detection and severity measurement of eczema using image processing

Data-driven estimation of blood pressure using photoplethysmographic signals

An ICT and mobile health integrated approach to optimize patients' education on hypertension and its management by physicians: The Patients Optimal Strategy of Treatment(POST) pilot study

Telemedicine with mobile devices and augmented reality for early postoperative care

Combined accelerometer and EMG analysis to differentiate essential tremor from Parkinson's disease

Ear-EEG allows extraction of neural responses in challenging listening scenarios - A future technology for hearing aids?

Real-time gait event detection for lower limb amputees using a single wearable sensor

Classification of obsessive-compulsive disorder from resting-state fMRI

Single-channel EEG-based mental fatigue detection based on deep belief network

Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease

Experimental evaluation of regression model-based walking speed estimation using lower body-mounted IMU

Support vector machine classification of Parkinson's disease and essential tremor subjects based on temporal fluctuation

Vital sign monitoring utilizing Eulerian video magnification and thermography

Beat-to-beat heart rate detection by smartphone's accelerometers: Validation with ECG

A system to monitor tremors in patients with Parkinson's disease

HRV4Training: Large-scale longitudinal training load analysis in unconstrained free-living settings using a smartphone application

24 DOF EMG controlled hybrid actuated prosthetic hand

Mental stress grading based on fNIRS signals

Attractor-shape descriptors for balance impairment assessment in Parkinson's disease

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