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High-Dimensional MVAR Model Identification Based on Structured Sparsity Penalization

IEEE signal processing letters, 2024, Vol.31, p.1975-1979

2024

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Detection of seizure onset in childhood absence epilepsy

Clinical neurophysiology, 2024-07, Vol.163, p.267-279

2024

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ICA-Based EEG denoising: a comparative analysis of fifteen methods

Bulletin of the Polish Academy of Sciences. Technical sciences, 2012-12, Vol.60 (3), p.407-418

2012

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PD-0495: Prediction of rectal bleeding in prostate cancer radiotherapy: blind source separation approaches

Radiotherapy and oncology, 2013-03, Vol.106, p.S193-S193

2013

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Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals

IEEE transactions on biomedical engineering, 2017-09, Vol.64 (9), p.2230-2240

2017

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Feature extraction and classification for rectal bleeding in prostate cancer radiotherapy: A PCA based method

Ingénierie et recherche biomédicale, 2013-11, Vol.34 (4), p.296-299

2013

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Discriminant nonnegative matrix factorization for classification of rectal bleeding in prostate cancer radiotherapy

Ingénierie et recherche biomédicale, 2015-11, Vol.36 (6), p.355-360

2015

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Joint Order and Coefficient Estimation for MVAR Models Using Group Sparsity

IEEE signal processing letters, 2024, p.1-5

2024

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Blind source separation for ambulatory sleep recording

IEEE journal of biomedical and health informatics, 2006-04, Vol.10 (2), p.293-301

2006

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Nonminimum Phase Identification Based on Higher Order Spectrum Slices

IEEE transactions on signal processing, 2008-05, Vol.56 (5), p.1821-1829

2008

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2037 POSTER Principal Components Analysis of Dose Distribution for Characterizing Toxicity in Prostate Cancer Radiotherapy

European journal of cancer (1990), 2011, Vol.47, p.S199-S199

2011

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Fast and Non-Invasive Medical Diagnostic Using Mid Infrared Sensor

Ingénierie et recherche biomédicale, 2016-04, Vol.37 (2), p.116-123

2016

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Deep learning-based early detection of absence seizures in children

Biomedical signal processing and control, 2025-02, Vol.100, p.106845, Article 106845

2025

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Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis

EURASIP journal on advances in signal processing, 2008-01, Vol.2008 (1), Article 410630

2008

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Classification of High Frequency Oscillations in intracranial EEG signals based on coupled time-frequency and image-related features

Biomedical signal processing and control, 2022-03, Vol.73, p.103418, Article 103418

2022

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ICA versus CCA pour le débruitage de signaux épileptiques intercritiques : une étude comparative de performances basée sur la localisation de la zone épileptogène

IRBM, 2011, Vol.32 (5), p.298-301

2011

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Sur l’exploitation des approches d’analyse en composantes indépendantes dans les interfaces cerveau machine

Ingénierie et recherche biomédicale, 2009, Vol.30 (5), p.211-217

2009

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Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy

Radiotherapy and oncology, 2018-02, Vol.126 (2), p.263-269

2018

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Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization

IEEE signal processing letters, 2013-08, Vol.20 (8), p.807-810

2013

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Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Vol.2017, p.2790-2793

2017

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Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.3191-3194

2016

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0167: 3-vessels coronary artery disease: epidemiological profile, based on a 365 cases’ study

Archives of Cardiovascular Diseases Supplements, 2016-01, Vol.8 (1), p.6-7

2016

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Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation

2018 52nd Asilomar Conference on Signals, Systems, and Computers, 2018, p.2179-2183

2018

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Robust Multilinear Decomposition of Low Rank Tensors

Latent Variable Analysis and Signal Separation, p.3-12

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Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Vol.2015, p.6995-6998

2015

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High-Dimensional MVAR Model Identification Based on Structured Sparsity Penalization

Detection of seizure onset in childhood absence epilepsy

ICA-Based EEG denoising: a comparative analysis of fifteen methods

PD-0495: Prediction of rectal bleeding in prostate cancer radiotherapy: blind source separation approaches

Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals

Feature extraction and classification for rectal bleeding in prostate cancer radiotherapy: A PCA based method

Discriminant nonnegative matrix factorization for classification of rectal bleeding in prostate cancer radiotherapy

Joint Order and Coefficient Estimation for MVAR Models Using Group Sparsity

Blind source separation for ambulatory sleep recording

Nonminimum Phase Identification Based on Higher Order Spectrum Slices

2037 POSTER Principal Components Analysis of Dose Distribution for Characterizing Toxicity in Prostate Cancer Radiotherapy

Fast and Non-Invasive Medical Diagnostic Using Mid Infrared Sensor

Deep learning-based early detection of absence seizures in children

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis

Classification of High Frequency Oscillations in intracranial EEG signals based on coupled time-frequency and image-related features

ICA versus CCA pour le débruitage de signaux épileptiques intercritiques : une étude comparative de performances basée sur la localisation de la zone épileptogène

Sur l’exploitation des approches d’analyse en composantes indépendantes dans les interfaces cerveau machine

Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy

Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization

Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing

Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem

0167: 3-vessels coronary artery disease: epidemiological profile, based on a 365 cases’ study

Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation

Robust Multilinear Decomposition of Low Rank Tensors

Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data

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