Hadj Batatia

61
Documents
Identifiants chercheurs

Présentation

I received my MSc and PhD in computer science in 1987 and 1992 from the University of Toulouse.
I worked as Lecturer at the University of Malaysia Sarawak from 1995 to 1997.
I also worked as Senior Lecturer in Media Technology at the school of science and technology in the University of Teesside (UK) from 1997 to 1999.
I am assistant professor in Computer Science at INPT , University of Toulouse since 1999.
I conduct my research within TCI team at the IRIT Laboratory.
I am heading the computer science department of CNAM Midi-Pyrenees.

Contact

INP - ENSEEIHT Toulouse   

2, rue Charles Camichel
B.P. 7122
31071 Toulouse Cedex 7
FRANCE Office: E130
Tel. +33534322168
email. hadj [dot] batatia [at] inp-toulouse [dot] fr

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Publications

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A quadratic linear-parabolic model-based EEG classification to detect epileptic seizures

Antonio Quintero Rincón , Carlos d'Giano , Hadj Batatia

The Journal of Biomedical Research, 2020, 34 (3), pp.203-210. ⟨10.7555/JBR.33.20190012⟩

Article dans une revue hal-02875045v1
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Statistical model-based classification to detect patient-specific spike-and-wave in EEG signals

Antonio Quintero Rincón , Valeria Muro , Carlos d'Giano , Jorge Prendes , Hadj Batatia

Computers, 2020, 9(4) (85), pp.1-14. ⟨10.3390/computers9040085⟩

Article dans une revue hal-02990761v1
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Effects of COVID-19 Home Confinement on Eating Behaviour and Physical Activity: Results of the ECLB-COVID19 International Online Survey

Achraf Ammar , Michael Brach , Khaled Trabelsi , Hamdi Chtourou , Omar Boukhris et al.

Nutrients, 2020, 12 (6), pp.1583. ⟨10.3390/nu12061583⟩

Article dans une revue hal-02913539v1

Optimization of Passenger Screening Operations in Air Terminals

Carl Rizk , Felix Mora-Camino , Hadj Batatia

Transportation Research Procedia, 2018, 35, pp.23-34. ⟨10.1016/j.trpro.2018.12.004⟩

Article dans une revue hal-02089983v1
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Fast statistical model-based classification of epileptic EEG signals

Antonio Quintero Rincon , Marcelo Alejandro Pereyra , Carlos d'Giano , Marcelo Risk , Hadj Batatia

Biocybernetics and Biomedical Engineering, 2018, 38 (4), pp.877-889

Article dans une revue hal-01942293v1
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Bayesian EEG source localization using a structured sparsity prior

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Carlos d'Giano , Jean-Yves Tourneret

NeuroImage, 2017, Vol. 144 (Part. A), pp. 142-152. ⟨10.1016/j.neuroimage.2016.08.064⟩

Article dans une revue hal-01502837v1
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Skull conductivity estimation for EEG source localization

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret

IEEE Signal Processing Letters, 2017, 24 (4), pp.422-426. ⟨10.1109/LSP.2017.2669101⟩

Article dans une revue hal-01681070v1
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Wavelet-based statistical classification of skin images acquired with reflectance confocal microscopy

Abdelghafour Halimi , Hadj Batatia , Jimmy Le Digabel , Gwendal Josse , Jean-Yves Tourneret

Biomedical optics express, 2017, vol. 8 (n° 12), pp. 5450-5467. ⟨10.1364/BOE.8.005450⟩

Article dans une revue hal-01677588v1

A new algorithm for epilepsy seizure onset detection and spread estimation from EEG signals

Antonio Quintero Rincon , Marcelo Alejandro Pereyra , Carlos d'Giano , Hadj Batatia , Marcelo Risk

Journal of Physics: Conference Series, 2016, 20th Argentinean Bioengineering Society Congress (SABI 2015), 705 (1), pp.12--32. ⟨10.1088/1742-6596/705/1/012032⟩

Article dans une revue hal-03172254v1
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Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification

Andrea Laruelo , Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia , Soleakhena Ken et al.

NMR in Biomedicine, 2016, 129 (7), pp.918-931. ⟨10.1002/nbm.3532⟩

Article dans une revue hal-01381730v1
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A hamiltonian Monte Carlo method for non-smooth energy sampling

Lotfi Chaari , Jean-Yves Tourneret , Caroline Chaux , Hadj Batatia

IEEE Transactions on Signal Processing, 2016, vol. 64 (n° 21), pp. 5585-5594. ⟨10.1109/TSP.2016.2585120⟩

Article dans une revue hal-01376544v1

Exploiting information geometry to improve the convergence of nonparametric active contours

Marcelo Alejandro Pereyra , Hadj Batatia , Stephen Mc Laughlin

IEEE Transactions on Image Processing, 2015, 24 (3), pp.1--10. ⟨10.1109/TIP.2014.2383318⟩

Article dans une revue hal-03190208v1
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Sparse EEG Source Localization Using Bernoulli Laplacian Priors

Facundo Hernan Costa , Hadj Batatia , Lotfi Chaari , Jean-Yves Tourneret

IEEE Transactions on Biomedical Engineering, 2015, 62 (12), pp.2888-2898. ⟨10.1109/TBME.2015.2450015⟩

Article dans une revue hal-01261357v1

High frequency ultrasonography but not 930nm-optical coherence tomography reliably evaluates melanoma thickness in vivo: a prospective validation study.

Nicolas Meyer , Valérie Lauwers-Cances , Siham Lourari , Julie Laurent , ‪maria Polina Konstantinou et al.

British Journal of Dermatology, 2014, ⟨10.1111/bjd.13129⟩

Article dans une revue istex hal-03252260v1
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Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

IEEE Signal Processing Letters, 2014, vol. 21, pp. 47-50. ⟨10.1109/LSP.2013.2290329⟩

Article dans une revue hal-00915825v1

Comparison of an alternative and existing binning methods to reduce the acquisition duration of 4D PET/CT

David Didierlaurent , Cyril Jaudet , Sophie Ribes , Hadj Batatia , Lawrence O. Dierickx et al.

Medical Physics : The international journal of medical physics research and practice, 2014, 41 (11), pp.112503-1--112503-10. ⟨10.1118/1.4897612⟩

Article dans une revue hal-03256421v1

Towards Accurate and Robust MRSI Quantification to Improve the Radiation Therapy Treatment of GBM

Andrea Laruelo , T. Fecher , Lotfi Chaari , Soleakhena Ken , Ben Rowland et al.

International Journal of Radiation Oncology, Biology, Physics, 2014, vol. 90 (n° 1 suppl), pp. S793. ⟨10.1016/j.ijrobp.2014.05.2292⟩

Article dans une revue hal-01485017v1
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Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

IEEE Transactions on Image Processing, 2013, 22 (6), pp.2385-2397. ⟨10.1109/TIP.2013.2249076⟩

Article dans une revue hal-01130731v1

Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

IEEE Transactions on Medical Imaging, 2012, 31 (8), pp.1509--1520. ⟨10.1109/TMI.2012.2190617⟩

Article dans une revue hal-04240684v1
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Segmentation of skin lesions in 2D and 3D ultrasound images using a spatially coherent generalized Rayleigh mixture model

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

IEEE Transactions on Medical Imaging, 2012, 31 (8), pp.1509-1520. ⟨10.1109/TMI.2012.2190617⟩

Article dans une revue hal-03531032v1
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Robust analysis and spectral-based deep learning to detect driving fatigue from EEG signals

Antonio Quintero-Rincón , Lotfi Chaâri , Hadj Batatia

International Conference on Technology Innovations for Healthcare (ICTIH 2022), Sep 2022, Magdeburg, Germany. pp.1-6, ⟨10.1109/ICTIH57289.2022.10111943⟩

Communication dans un congrès hal-04209476v1
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Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution

Antonio Quintero Rincón , Carlos D’giano , Hadj Batatia

International Joint Conference on Neural Networks (IJCNN 2020), Jul 2020, Glasgow, United Kingdom. pp.1-5, ⟨10.1109/IJCNN48605.2020.9206862⟩

Communication dans un congrès hal-03159930v1
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Lentigo detection using a deep learning approach

Sana Zorgui , Siwar Chaabene , Hadj Batatia , Lotfi Chaari

International Conference On Smart Living and Public Health (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.1-5, ⟨10.1007/978-3-030-51517-1_8⟩

Communication dans un congrès hal-02968415v1
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Seizure Onset Detection in EEG Signals Based on Entropy from Generalized Gaussian PDF Modeling and Ensemble Bagging Classifier

Antonio Quintero Rincon , Carlos d'Giano , Hadj Batatia

International Conference on Digital Health Technologies (ICDHT 2018), Oct 2018, Sfax, Tunisia. pp.1-8

Communication dans un congrès hal-03621636v1
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A Plug and Play Bayesian Algorithm for Solving Myope Inverse Problems

Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia

26th European Signal and Image Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. pp.737-741

Communication dans un congrès hal-03634930v1
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Statistical modeling and classification of reflectance confocal microscopy images

Abdelghafour Halimi , Hadj Batatia , Jimmy Le Digabel , Gwendal Josse , Jean-Yves Tourneret

IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands Antilles. pp.1-5

Communication dans un congrès hal-02617310v1

A visual EEG epilepsy detection method based on a wavelet statistical representation and the kullback-leibler divergence

Antonio Quintero , Marcelo Alejandro Pereyra , Carlos d'Giano , Hadj Batatia , Marcelo Risk

Latin American Congress on Biomedical Engineering, Oct 2016, Santander, Colombia. pp.13--16, ⟨10.1007/978-981-10-4086-3_4⟩

Communication dans un congrès hal-03116277v1

An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images

Abdelghafour Halimi , Hadj Batatia , Jimmy Le Digabel , Gwendal Josse , Jean-Yves Tourneret

25th European Signal and Image Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.241--245, ⟨10.23919/EUSIPCO.2017.8081205⟩

Communication dans un congrès hal-03131885v1

A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation

Lotfi Chaari , Jean-Yves Tourneret , Hadj Batatia

25th European Signal and Image Processing Conference (EUSIPCO 2017), European Association for Signal Processing (EURASIP), Aug 2017, Kos Island, Greece. pp.1220-1224, ⟨10.23919/EUSIPCO.2017.8081402⟩

Communication dans un congrès hal-03120308v1
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A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret

IEEE Workshop on statistical signal processing (SSP 2016), Jun 2016, Palma de Mallorca, Spain. pp.1-5

Communication dans un congrès hal-01466637v1
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MRSI data unmixing using spatial and spectral priors in transformed domains

Andrea Laruelo , Lotfi Chaari , Soleakhena Ken , Jean-Yves Tourneret , Hadj Batatia et al.

13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp. 952-955

Communication dans un congrès hal-01491210v1
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PCA-based approach for inhomogeneous PSF estimation and partial volume correction in PET

Zacharie Irace , Anthonin Reilhac , Bruno Mendes de Vigo , Hadj Batatia , Nicolas Costes

IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD 2016), Oct 2016, Strasbourg, France. pp.1-3

Communication dans un congrès hal-02319738v1
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Multivariate Bayesian classification of epilepsy EEG signals

Antonio Quintero Rincon , Jorge Prendes , Marcelo Alejandro Pereyra , Hadj Batatia , Marcelo Risk

12th IEEE Workshop on Image, Video, and Multidimensional Signal Processing (IVMSP 2016), Jul 2016, Bordeaux, France. pp. 1-5

Communication dans un congrès hal-01782569v1
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EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret

6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp.261-264

Communication dans un congrès hal-01491206v1
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Sparse Bayesian Image Restoration with Linear Operator Uncertainties with Application to EEG Signal Recovery

Lotfi Chaari , Hadj Batatia , Jean-Yves Tourneret

2nd IEEE Middle East Conference on Biomedical Engineering (MECBME 2014), Feb 2014, Doha, Qatar. pp.139--142, ⟨10.1109/MECBME.2014.6783225⟩

Communication dans un congrès hal-03224142v1
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Detection of onset in epilepsy signals using generalized Gaussian distribution

Antonio Quintero Rincon , Hadj Batatia , Marcelo Pereyra , Marcelo Risk

5th International Conference on Advances in New Technologies, Interactive Interfaces and Communicability (ADNTIIC 2014), Nov 2014, Córdoba, Argentina. pp.1-8

Communication dans un congrès hal-03663931v1
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Bayesian Spatiotemporal Segmentation of Combined PET-CT Data Using a Bivariate Poisson Mixture Model

Zacharie Irace , Hadj Batatia

22rd European Signal and Image Processing Conference (EUSIPCO 2014), European Association for Signal Processing (EURASIP), Sep 2014, Lisbonne, Portugal. pp.1--6

Communication dans un congrès hal-03256422v1
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A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization

Lotfi Chaari , Hadj Batatia , Nicolas Dobigeon , Jean-Yves Tourneret

IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, May 2014, Florence, Italy. pp. 1901-1905

Communication dans un congrès hal-01147247v1

Altitude control of a satellite using a feedback linearization

M Benenia , Hadj Batatia , Felix Mora-Camino , Malek Benslama

Control and Automation Conference 2013: Uniting Problems and Solutions, Jun 2013, Glasgow, United Kingdom. pp.ISBN: 978-1-84919-710-6, ⟨10.1049/cp.2013.0018⟩

Communication dans un congrès hal-01422733v1
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TestDose : a SPECT image generator for clinical dosimetry studies

Marie-Paule Garcia , Henri Der Sarkissian , Erin Mckay , Ludovic Ferrer , Manuel Bardiès et al.

SPIE Medical Imaging 2013, SPIE : International Society for Optics and Photonics, Feb 2013, Orlando, United States. pp.1-7, ⟨10.1117/12.2007840⟩

Communication dans un congrès hal-04084596v1
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Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Soleakhena Ken , Ben Rowland et al.

IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771

Communication dans un congrès hal-01148277v1

TestDose: a SPECT image generator for clinical dosimetry studies

Marie-Paule Garcia , Henri Der Sarkissian , Erin Mckay , Ludovic Ferrer , Manuel Bardiès et al.

SPIE Medical Imaging 2013, SPIE, Feb 2013, Orlando, United States. pp.86684V, ⟨10.1117/12.2007840⟩

Communication dans un congrès hal-01133292v1
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Correction de mouvement respiratoire en TDM-4D par interpolation bidirectionnelle pondérée

Zehor Ouksili , Hadj Batatia

RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3

Communication dans un congrès hal-00656497v1

Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model

Marcelo Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), IEEE, May 2011, Prague, Czech Republic. pp.729--732, ⟨10.1109/ICASSP.2011.5946507⟩

Communication dans un congrès hal-04241311v1

Segmentation of high frequency ultrasound images using a spatially coherent generalized Rayleigh mixture model

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

19th European Signal and Image Processing Conference (EUSIPCO 2011), European Association for Signal Processing (EURASIP); Centre Tecnològic de Telecomunicacions de Catalunya (CTTC); Universitat Politècnica de Catalunya (UPC), Aug 2011, Barcelona, Spain. pp.664--668

Communication dans un congrès hal-04246293v1

Bayesian segmentation of chest tumors in PET Scans using a Poisson-Gamma mixture model

Zacharie Irace , Marcelo Pereyra , Nicolas Dobigeon , Hadj Batatia

IEEE Workshop on Statistical Signal Processing (2011), IEEE, Jun 2011, Nice, France. pp.809--812, ⟨10.1109/SSP.2011.5967828⟩

Communication dans un congrès hal-04241318v1
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Un modèle de mélange de lois Rayleigh généralisées pour la classification des échographies cutanées

Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia , Jean-Yves Tourneret

23ème Colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2011), Sep 2011, Bordeaux, France. pp.837-840

Communication dans un congrès hal-04246297v1
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Optimisation des opérations de contrôle des passagers dans une aérogare

Rakiatou Christelle Kaffa-Jackou , Hadj Batatia , Felix Mora-Camino

ROADEF 2011, 12ème congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, St-Etienne, France

Communication dans un congrès hal-01021492v1
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Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging

Meriem Djeddi , Abdeldjalil Ouahabi , Hadj Batatia , Adrian Basarab , Denis Kouamé

IEEE International Conference on Image Processing (ICIP 2010), IEEE Signal Processing Society, Sep 2010, Hong Kong, China. pp.637--640, ⟨10.1109/ICIP.2010.5650017⟩

Communication dans un congrès hal-03149774v1
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Compensation du mouvement respiratoire dans les images TEP

Zehor Ouksili , Hadj Batatia

ORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France

Communication dans un congrès inria-00404639v1
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A Tool Set Combining Learning Styles Prediction, a Blended Learning Methodology and Facilitator Guidebooks – Towards a Best Mix in Blended Learning

Sabine Moebs , Christophe Piombo , Hadj Batatia , Stephan Weibelzahl

Conference ICL2007, September 26 -28, 2007, 2007, Villach, Austria. 8 p

Communication dans un congrès hal-00197294v1
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Un modèle Bayésien de mélange de lois Poisson-Gamma pour segmenter des images TEP

Zacharie Irace , Marcelo Alejandro Pereyra , Nicolas Dobigeon , Hadj Batatia

Reconnaissance des Formes et Intelligence Artificielle (RFIA 2012), Jan 2012, Lyon, France. Actes de la conférence RFIA 2012, 2012

Poster de conférence hal-00656545v1

Exploiting MRSI data properties to improve quantication

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Ben Rowland , Soleakhena Ken et al.

Massoptier, Laurent; Song, Yu. Multimodal imaging towards individualized radiotherapy treatments, 9, AQUILAB Lille, pp.63--68, 2014

Chapitre d'ouvrage hal-03266932v1

Magnetic resonance spectroscopic data processing

Andrea Laruelo , Lotfi Chaari , Hadj Batatia , Ben Rawland , Soleakhena Ken et al.

Massoptier, Laurent; Viard, Romain. Innovative imaging to improve radiotherapy treatments, 15, Lulu Enterprises Inc, pp.91--96, 2014, 978-1291604177

Chapitre d'ouvrage hal-03266931v1