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Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones

Scientific reports, 2021-07, Vol.11 (1), p.14301-14301, Article 14301

2021

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Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

IEEE transactions on biomedical engineering, 2019-05, Vol.66 (5), p.1285-1296

2019

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Tensor-based classification of an auditory mobile BCI without a subject-specific calibration phase

Journal of neural engineering, 2016-04, Vol.13 (2), p.026005-026005

2016

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Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear

Scientific reports, 2015-11, Vol.5 (1), p.16743-16743, Article 16743

2015

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How about taking a low-cost, small, and wireless EEG for a walk?

Psychophysiology, 2012-11, Vol.49 (11), p.1617-1621

2012

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Towards a truly mobile auditory brain–computer interface: Exploring the P300 to take away

International journal of psychophysiology, 2014-01, Vol.91 (1), p.46-53

2014

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Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

IEEE transactions on biomedical engineering, 2021-06, Vol.68 (6), p.1787-1798

2021

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IEEE_Xplore

Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach

Sensors (Basel, Switzerland), 2021-09, Vol.21 (18), p.6311

2021

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CMS2-Net: Semi-Supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity

IEEE journal of biomedical and health informatics, 2022-07, Vol.26 (7), p.3447-3457

2022

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IEEE_Xplore

Detecting Mild Cognitive Impairment via Digital Biomarkers of Cognitive Performance Found in Klondike Solitaire: A Machine-Learning Study

Digital biomarkers, 2021-01, Vol.5 (1), p.44-52

2021

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Artificial intelligence will change MS care within the next 10 years: No

Multiple sclerosis, 2022-12, Vol.28 (14), p.2173-2174

2022

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Mobile EEG on the bike: disentangling attentional and physical contributions to auditory attention tasks

Journal of neural engineering, 2016-08, Vol.13 (4), p.046017-046017

2016

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An extensive posterior approach of the elbow with osteotomy of the medial epicondyle

Journal of shoulder and elbow surgery, 2014-03, Vol.23 (3), p.313-317

2014

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Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones

IEEE transactions on biomedical engineering, 2020-12, Vol.67 (12), p.3491-3500

2020

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IEEE_Xplore

CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities

IEEE transactions on neural systems and rehabilitation engineering, 2024, Vol.32, p.840-849

2024

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Applying a data-driven approach to quantify EEG maturational deviations in preterms with normal and abnormal neurodevelopmental outcomes

Scientific reports, 2020-04, Vol.10 (1), p.7288-7288, Article 7288

2020

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Neonatal EEG sleep stage classification based on deep learning and HMM

Journal of neural engineering, 2020-06, Vol.17 (3), p.36031-036031

2020

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Linking of total elbow prosthesis during surgery; a biomechanical analysis

Journal of shoulder and elbow surgery, 2013-09, Vol.22 (9), p.1236-1241

2013

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High rate of complications and radiographic loosening of the biaxial total wrist arthroplasty in rheumatoid arthritis: 32 wrists followed for 6 (5-8) years

Acta orthopaedica, 2011-12, Vol.82 (6), p.721-726

2011

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Rapid bilateral improvement in auditory cortex activity in postlingually deafened adults following cochlear implantation

Clinical neurophysiology, 2015-03, Vol.126 (3), p.594-607

2015

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Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy

Scientific reports, 2023-01, Vol.13 (1), p.457-457, Article 457

2023

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Automated sleep staging on reduced channels in children with epilepsy

Frontiers in neurology, 2024, Vol.15, p.1390465-1390465

2024

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Performance of Contactless Respiratory Rate Monitoring by Albus HomeTM, an Automated System for Nocturnal Monitoring at Home: A Validation Study

Sensors (Basel, Switzerland), 2022-09, Vol.22 (19), p.7142

2022

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Resting-state brain information flow predicts cognitive flexibility in humans

Scientific reports, 2019-03, Vol.9 (1), p.3879-3879, Article 3879

2019

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Effective connectivity of the human cerebellum during visual attention

The Journal of neuroscience, 2012-08, Vol.32 (33), p.11453-11460

2012

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Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

Tensor-based classification of an auditory mobile BCI without a subject-specific calibration phase

Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear

How about taking a low-cost, small, and wireless EEG for a walk?

Towards a truly mobile auditory brain–computer interface: Exploring the P300 to take away

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach

CMS2-Net: Semi-Supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity

Detecting Mild Cognitive Impairment via Digital Biomarkers of Cognitive Performance Found in Klondike Solitaire: A Machine-Learning Study

Artificial intelligence will change MS care within the next 10 years: No

Mobile EEG on the bike: disentangling attentional and physical contributions to auditory attention tasks

An extensive posterior approach of the elbow with osteotomy of the medial epicondyle

Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones

CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities

Applying a data-driven approach to quantify EEG maturational deviations in preterms with normal and abnormal neurodevelopmental outcomes

Neonatal EEG sleep stage classification based on deep learning and HMM

Linking of total elbow prosthesis during surgery; a biomechanical analysis

High rate of complications and radiographic loosening of the biaxial total wrist arthroplasty in rheumatoid arthritis: 32 wrists followed for 6 (5-8) years

Rapid bilateral improvement in auditory cortex activity in postlingually deafened adults following cochlear implantation

Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy

Automated sleep staging on reduced channels in children with epilepsy

Performance of Contactless Respiratory Rate Monitoring by Albus HomeTM, an Automated System for Nocturnal Monitoring at Home: A Validation Study

Resting-state brain information flow predicts cognitive flexibility in humans

Effective connectivity of the human cerebellum during visual attention

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