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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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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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SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

IEEE transactions on neural systems and rehabilitation engineering, 2019-03, Vol.27 (3), p.400-410

2019

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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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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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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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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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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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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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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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MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification

IEEE internet of things journal, 2024-09, Vol.11 (17), p.28539-28554

2024

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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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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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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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Ten quick tips for electrocardiogram (ECG) signal processing

PeerJ. Computer science, 2024-09, Vol.10, p.e2295, Article e2295

2024

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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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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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Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs

IEEE access, 2021, Vol.9, p.158936-158945

2021

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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

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

SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

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

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

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

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

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

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

MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification

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

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

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

Ten quick tips for electrocardiogram (ECG) signal processing

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

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

Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs

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