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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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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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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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Neonatal Seizure Detection Using Deep Convolutional Neural Networks

International journal of neural systems, 2019-05, Vol.29 (4), p.1850011

2019

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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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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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A semi-supervised interactive algorithm for change point detection

Data mining and knowledge discovery, 2024-03, Vol.38 (2), p.623-651

2024

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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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A Novel Loss for Change Point Detection Models with Time-invariant Representations

IEEE signal processing letters, 2023-01, Vol.30, p.1-5

2023

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IEEE_Xplore

In‐hospital and home‐based long‐term monitoring of focal epilepsy with a wearable electroencephalographic device: Diagnostic yield and user experience

Epilepsia (Copenhagen), 2023-04, Vol.64 (4), p.937-950

2023

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Target Speaker Detection with Concealed EEG Around the Ear

Frontiers in neuroscience, 2016-07, Vol.10, p.349-349

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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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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Home recording of 3‐Hz spike–wave discharges in adults with absence epilepsy using the wearable Sensor Dot

Epilepsia (Copenhagen), 2024-02, Vol.65 (2), p.378-388

2024

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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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Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection

Sensors (Basel, Switzerland), 2021-02, Vol.21 (4), p.1046

2021

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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

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

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

Neonatal Seizure Detection Using Deep Convolutional Neural Networks

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

A semi-supervised interactive algorithm for change point detection

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

A Novel Loss for Change Point Detection Models with Time-invariant Representations

In‐hospital and home‐based long‐term monitoring of focal epilepsy with a wearable electroencephalographic device: Diagnostic yield and user experience

Target Speaker Detection with Concealed EEG Around the Ear

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

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

Home recording of 3‐Hz spike–wave discharges in adults with absence epilepsy using the wearable Sensor Dot

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

Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection

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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