Search - Université de Rennes Access content directly

Filter your results

58 Results
authFullName_s : Amar Kachenoura

ICA and biomedical applications

Laurent Albera , Pierre Comon , Lucas C Parra , Ahmad Karfoul , Amar Kachenoura et al.
P. Comon ; C. Jutte. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Academic Press, 737-78 (chap.18), 2010, 978-2-296-12827-9
Book sections hal-00909006v1
Image document

Blind Source Separation Methods Applied to Muscle Artefacts Removing from Epileptic Eeg Recording: A Comparative Study.

Amar Kachenoura , Doha Safieddine , Laurent Albera , Gwénaël Birot , Fabrice Wendling et al.
RITS 2011 (Colloque National Recherche en Imagerie et Technologies pour la Santé), Apr 2011, Rennes, France. pp.1708.1-1708.3
Conference papers hal-00908765v1
Image document

Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals.

Julien Fleureau , Jean-Claude Nunes , Amar Kachenoura , Laurent Albera , Lotfi Senhadji et al.
IEEE Transactions on Signal Processing, 2011, 59 (3), pp.1309-1316. ⟨10.1109/TSP.2010.2097254⟩
Journal articles inserm-00550936v1
Image document

Traitement Aveugle de Signaux Biomédicaux

Amar Kachenoura
Traitement du signal et de l'image [eess.SP]. Université Rennes 1, 2006. Français. ⟨NNT : ⟩
Theses tel-00359155v1
Image document

Non-linear 12-lead ECG synthesis from two intracardiac recordings

Amar Kachenoura , Fabienne Porée , Guy Carrault , Alfredo I. Hernandez
Computers In Cardiology, Sep 2009, Park City, UT, United States. pp.577 - 580
Conference papers inserm-00530936v1
Image document

Early diagnosis of NAFLD-NASH transition using mid infrared spectroscopy.

Siouar Bensaid , Amar Kachenoura , Nathalie Costet , Victor de Ledinghen , Julien Vergniol et al.
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2016, pp.3602-3605. ⟨10.1109/EMBC.2016.7591507⟩
Journal articles inserm-01476033v1

Investigating Transmembrane Current Source Formulation for solving the ECG Inverse Problem

Karim El Houari , Amar Kachenoura , Paul Berraute , Siouar Bensaid , Ahmad Karfoul et al.
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Jul 2018, Sheffield, United Kingdom. ⟨10.1109/sam.2018.8448575⟩
Conference papers hal-02049235v1

Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising

Majd Saleh , Ahmad Karfoul , Amar Kachenoura , Isabelle Merlet , Laurent Albera et al.
IEEE Signal Processing Letters, 2017, 24 (6), pp.882--886. ⟨10.1109/LSP.2017.2696359⟩
Journal articles hal-01533426v1

Classification of High Frequency Oscillations in Epileptic Intracerebral EEG

Nisrine Jrad , Amar Kachenoura , Isabelle Merlet , Anca Nica , Christian G. Benar et al.
2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society, 2015, Milan, Italy. pp.574--577
Conference papers hal-01304746v1

A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy

Aureline Fargeas , Juan David Ospina Arango , Amar Kachenoura , Nathalie Costet , Laurent Albera et al.
2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society, 2015, Milan, Italy. pp.2657--2660
Conference papers hal-01304750v1

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

L. H. Liu , Amar Kachenoura , A. Fargeas , G. Dréan , C. Lafond et al.
Innovation and Research in BioMedical engineering, 2015, 36 (6), pp.355-360. ⟨10.1016/j.irbm.2015.10.001⟩
Journal articles hal-01260599v1
Image document

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

Laurent Albera , Amar Kachenoura , Pierre Comon , Ahmad Karfoul , Fabrice Wendling et al.
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2012, 60 (3 Special issue on Data Mining in Bioengineering), pp.407-418. ⟨10.2478/v10175-012-0052-3⟩
Journal articles hal-00740304v1
Image document

Automatic detection of fast ripples.

Gwenael Birot , Amar Kachenoura , Laurent Albera , Christian G. Bénar , Fabrice Wendling et al.
Journal of Neuroscience Methods, 2012, 213 (2), pp.236-249. ⟨10.1016/j.jneumeth.2012.12.013⟩
Journal articles hal-00782646v1
Image document

One decade of biomedical problems using ICA: a full comparative study

Laurent Albera , Amar Kachenoura , Ahmad Karfoul , Pierre Comon , Lotfi Senhadji et al.
World congress on Medical Physics and Biomedical Engineering, Sep 2009, Munchen, Germany. pp.2269-2272
Conference papers hal-00435951v1

Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays .

Julie Coloigner , Laurent Albera , Amar Kachenoura , Lotfi Senhadji
Signals, Systems and Computers (ASILOMAR), Nov 2011, Pacific Grove, CA, United States. pp.444 - 448, ⟨10.1109/ACSSC.2011.6190038⟩
Conference papers hal-00908655v1
Image document

Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization

Lu Wang , Laurent Albera , Amar Kachenoura , Huazhong Shu , Lotfi Senhadji et al.
IEEE Signal Processing Letters, 2013, 20 (8), pp.807 - 810. ⟨10.1109/LSP.2013.2267797⟩
Journal articles inserm-00841128v1

Canonical polyadic decomposition of third-order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations

Lu Wang , Laurent Albera , Amar Kachenoura , Huazhong Shu , Lotfi Senhadji et al.
EURASIP Journal on Advances in Signal Processing, 2014, 2014 (1), pp.Article Number: 150. ⟨10.1186/1687-6180-2014-150⟩
Journal articles hal-01119223v1
Image document

Multivariate empirical mode decomposition and application to multichannel filtering

Julien Fleureau , Amar Kachenoura , Laurent Albera , Jean-Claude Nunes , Lotfi Senhadji et al.
Signal Processing, 2011, 91 (12), pp.2783-2792. ⟨10.1016/j.sigpro.2011.01.018⟩
Journal articles inserm-00588301v1

Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings .

Amar Kachenoura , Fabienne Porée , Guy Carrault , Alfredo I. Hernández
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2009)., Apr 2009, Taipei, Taiwan. pp.485 - 488, ⟨10.1109/ICASSP.2009.4959626⟩
Conference papers hal-00913821v1
Image document

A novel classification method for prediction of rectal bleeding in prostate cancer radiotherapy based on a semi-nonnegative ICA of 3D planned dose distributions

Julie Coloigner , Aureline Fargeas , Amar Kachenoura , Lu Wang , Gael Dréan et al.
IEEE Journal of Biomedical and Health Informatics, 2015, 9 (3), pp.1168-1177. ⟨10.1109/JBHI.2014.2328315⟩
Journal articles hal-01011843v1
Image document

Tensor Decomposition Exploiting Structural Constraints for Brain Source Imaging

Hanna Becker , Ahmad Karfoul , Laurent Albera , Rémi Gribonval , Julien Fleureau et al.
2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.181-184, ⟨10.1109/CAMSAP.2015.7383766⟩
Conference papers hal-01245111v1
Image document

Blind source separation methods applied to synthesized polysomnographic recordings: a comparative study

Amar Kachenoura , Laurent Albera , Lotfi Senhadji
29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. EMBS 2007., Aug 2007, Lyon, France. pp.3868 - 3871, ⟨10.1109/IEMBS.2007.4353177⟩
Conference papers inserm-00186093v1
Image document

L'ACI : un outil pour les Interfaces Cerveau-Machine

Amar Kachenoura , Laurent Albera , Lotfi Senhadji , Pierre Comon
21ème Colloque sur le Traitement du Signal et des Images, 2007. GRETSI 2007, Nov 2007, Troyes, France. pp.677-680
Conference papers inserm-00188326v1
Image document

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis

Amar Kachenoura , Fabienne Porée , Alfredo I. Hernandez , Guy Carrault
EURASIP Journal on Advances in Signal Processing, 2008, 2008, Article ID 410630, 8 p. ⟨10.1155/2008/410630⟩
Journal articles inserm-00349161v1
Image document

ICA: A Potential Tool for BCI Systems

Amar Kachenoura , Laurent Albera , Lotfi Senhadji , Pierre Comon
IEEE Signal Processing Magazine, 2008, 25 (1), pp.57-68. ⟨10.1109/MSP.2008.4408442⟩
Journal articles inserm-00202706v1
Image document

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

Majd Saleh , Ahmad Karfoul , Amar Kachenoura , Lotfi Senhadji , Laurent Albera et al.
Conference proceedings : . Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, Institute of Electrical and Electronics Engineers (IEEE), 2016, Feb 2016, Orlando, United States. pp.3191-3194, ⟨10.1109/EMBC.2016.7591407⟩
Conference papers hal-01476136v1
Image document

Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations

Lu Wang , Laurent Albera , Amar Kachenoura , Huazhong Shu , Lotfi Senhadji et al.
EURASIP Journal on Advances in Signal Processing, 2014, 33 p
Journal articles hal-01065628v1

Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution.

Baiyang Chen , Oscar Acosta , Amar Kachenoura , Juan David Ospina , Gael Drean et al.
Prostate Cancer Imaging, in conjunction with MICCAI 2011, Sep 2011, Toronto, Canada. pp.60-69, ⟨10.1007/978-3-642-23944-1_7⟩
Conference papers istex hal-00908646v1

Gabor Transform For Interictal High Frequency Oscillations Classification

Nisrine Jrad , Amar Kachenoura , Isabelle Merlet , Fabrice Wendling
2015 International Conference On Advances In Biomedical Engineering (icabme), 2015, pp.127--130
Journal articles hal-01380118v1
Image document

Non-minimum phase identification based on higher order spectrum slices

Amar Kachenoura , Laurent Albera , Jean-Jacques Bellanger , Lotfi Senhadji
IEEE Transactions on Signal Processing, 2008, 56 (5), pp.1821-1829. ⟨10.1109/TSP.2007.911287⟩
Journal articles inserm-00266346v1