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Melanoma detection by analysis of clinical images using convolutional neural network

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.1373-1376

2016

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Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.2978-2981

2016

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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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A deep convolutional neural network for bleeding detection in Wireless Capsule Endoscopy images

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.639-642

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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Vessel extraction in X-ray angiograms using deep learning

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.643-646

2016

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Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.1340-1343

2016

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Detection of mental stress due to oral academic examination via ultra-short-term HRV analysis

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3805-3808

2016

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Automatic grasp selection using a camera in a hand prosthesis

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.431-434

2016

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Measuring the quality of exercises

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.2241-2244

2016

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In-bed posture classification using deep autoencoders

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3839-3842

2016

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Deep learning framework for detection of hypoglycemic episodes in children with type 1 diabetes

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3503-3506

2016

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Detection of chewing from piezoelectric film sensor signals using ensemble classifiers

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.4929-4932

2016

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EEG-based driver fatigue detection using hybrid deep generic model

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.800-803

2016

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Segmentation of optic disc and optic cup in retinal fundus images using shape regression

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3260-3264

2016

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A deep bag-of-features model for the classification of melanomas in dermoscopy images

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.1369-1372

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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Real-time, ultrasound-based control of a virtual hand by a trans-radial amputee

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3219-3222

2016

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SmartSock: A wearable platform for context-aware assessment of ankle edema

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.6302-6306

2016

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Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.1599-1602

2016

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A unified parameterization of human gait across ambulation modes

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.2179-2183

2016

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Recursive feature elimination for biomarker discovery in resting-state functional connectivity

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.4071-4074

2016

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Artery/vein classification of retinal blood vessels using feature selection

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.1320-1323

2016

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Can an anti-gravity treadmill improve stability of children with cerebral palsy?

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.5465-5468

2016

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User intent prediction with a scaled conjugate gradient trained artificial neural network for lower limb amputees using a powered prosthesis

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.6405-6408

2016

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Melanoma detection by analysis of clinical images using convolutional neural network

Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach

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

A deep convolutional neural network for bleeding detection in Wireless Capsule Endoscopy images

An adaptive deep learning approach for PPG-based identification

Vessel extraction in X-ray angiograms using deep learning

Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography

Detection of mental stress due to oral academic examination via ultra-short-term HRV analysis

Automatic grasp selection using a camera in a hand prosthesis

Measuring the quality of exercises

In-bed posture classification using deep autoencoders

Deep learning framework for detection of hypoglycemic episodes in children with type 1 diabetes

Detection of chewing from piezoelectric film sensor signals using ensemble classifiers

EEG-based driver fatigue detection using hybrid deep generic model

Segmentation of optic disc and optic cup in retinal fundus images using shape regression

A deep bag-of-features model for the classification of melanomas in dermoscopy images

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

Real-time, ultrasound-based control of a virtual hand by a trans-radial amputee

SmartSock: A wearable platform for context-aware assessment of ankle edema

Detection of Gait Initiation Failure in Parkinson's disease patients using EEG signals

A unified parameterization of human gait across ambulation modes

Recursive feature elimination for biomarker discovery in resting-state functional connectivity

Artery/vein classification of retinal blood vessels using feature selection

Can an anti-gravity treadmill improve stability of children with cerebral palsy?

User intent prediction with a scaled conjugate gradient trained artificial neural network for lower limb amputees using a powered prosthesis

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