Web page of Jamal Atif

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==== Preprints and submitted work====

  - Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cedric Gouy-Pailler, Anne Morvan, Nouri Sakr, Tamas Sarlos, Jamal Atif. [[https://arxiv.org/pdf/1610.06209.pdf|Structured adaptive and random spinners for fast machine learning computations]]. arXiv preprint arXiv:1610.06209, 2016. //Work with Google NYC. Submitted to AISTAT 2017//. ''Category'': Machine Learning
  - Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot. [[https://arxiv.org/submit/1777099/view|A finite basis theorem for the description logic ALC]]. arXiv preprint arXiv:1502.07634, 2016. //Submitted to Information Processing Letters//. ''Category'': Artificial Intelligence, Logics
  - Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot. [[https://arxiv.org/submit/1777104/view| Belief Revision, Minimal Change and Relaxation: A General Framework based on Satisfaction Systems, and Applications to Description Logics]].arXiv preprint arXiv:1502.02298. //Submitted to Artificial Intelligence Journal//. ''Category'': Artificial Intelligence, Logics, Knowledge representation and Reasoning.

==== Published papers====
==2017==
  * Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cedric Gouy-Pailler, Anne Morvan, Nouri Sakr, Tamas Sarlos, Jamal Atif. [[https://arxiv.org/pdf/1610.06209.pdf|Structured adaptive and random spinners for fast machine learning computations]]. arXiv preprint arXiv:1610.06209, 2016.  //Work with Google NYC. Accepted at [[http://www.aistats.org/|AISTAT 2017]]//. ''Category'': Machine Learning

  * Yoann Isaac, Quentin Barthélemy, Cédric Gouy-Pailler, Michèle Sebag, Jamal Atif. [[https://arxiv.org/pdf/1609.09525|Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations]], //Signal Processing//, 2017, vol. 130, p. 389-402. ''Category'': Machine Learning

  * Timothée Evain, Xavier Ripoche, J. Atif et Isabelle Bloch. Semi-automatic teeth segmentation in cone-beam computed tomography by graph-cut with statistical shape prior. //IEEE International Symposium on Biomedical Imaging//, Melbourne, Australia, 2017. ''Category'': Machine Learning, image processing, medical imaging
 
==2016==
  * Isabelle Bloch and Jamal Atif. [[https://www.degruyter.com/downloadpdf/j/mathm.2016.1.issue-1/mathm-2016-0005/mathm-2016-0005.xml|Defining and computing Hausdorff distances between distributions on the real line and on the circle: link between optimal transport and morphological dilations]], //Mathematical Morphology-Theory and Applications//, 2016, vol. 1, no 1, p. 79-99.

  * Y. Yang, R. De Aldama, J. Atif, and I. Bloch. **Efficient semantic tableau generation for abduction
in propositional logic**. In //European Conference on Artificial Intelligence (ECAI)//, The Hague, The Netherlands, 2016

  * Fabien Labernia, Florian Yger, Brice Mayag, Jamal Atif : **Query-based learning of acyclic conditional preference networks from noisy data**. DA2PL 2016 (Paderborn).[[http://www.lamsade.dauphine.fr/~flabernia/Recherche/cp-net_da2pl.pdf|pdf]]

  * Yifan Yang, Jamal Atif, Isabelle Bloch: **Abductive reasoning for image interpretation based on spatial concrete domains and description logics**. Conférence Nationale en Intelligence Artificielle RFIA-CNIA 2016: 181--188

  * L Linguet and J Atif. **A markov chain monte carlo-based particle filter approach for spatiotemporal
modelling of an environmental process**. In //Geostatistical and Geospatial Approaches for the
Characterization of Natural Resources in the Environment//, pages 617–621. Springer International Publishing, 2016.
==2015==
  * Y. Yang, J. Atif, and I. Bloch. **Abductive reasoning using tableau methods for high-level image
interpretation**. In //German Conference on Artificial Intelligence, KI2015//, volume LNAI 9324, pages 356–365, Dresden, Germany, 2015.

  * Laurent Linguet and Jamal Atif. **Estimating surface solar irradiance from goes satellite with particle
filter model and joint probability distribution**. In //Canadian Journal of Remote Sensing//, 41(2) :71–85, 2015.

  * T. Evain, X. Ripoche, J. Atif, and I. Bloch. **Fuzzy along spatial relation in 3D. Application to anatomical structures in maxillofacial CBCT**. In //18th International Conference on Image Analysis and Processing (ICIAP)//, volume LNCS 9279, pages 271–281, Genova, Italy, 2015.

  * I. Bloch and J. Atif. **Hausdorff distances between distributions using optimal transport and mathematical morphology**. In //12th International Symposium on Mathematical Morphology//, volume LNCS 9082, pages 522–534, Reykjavik, Iceland, 2015.

  * I. Bloch and J. Atif. **Deux approches pour la comparaison de relations spatiales floues : transport optimal et morphologie mathématique**. //Revue d’Intelligence Artificielle//, 29(5) :595–619, 2015.

==2014==

  * J. Atif, C. Hudelot, and I. Bloch. **Explanatory reasoning for image understanding using formal concept analysis and description logics**. IEEE Transactions on Systems, Man and Cybernetics : Systems, 44(5) :552–570, May 2014. [[http://dx.doi.org/10.1109/TSMC.2013.2280440|DOI]]

  * F. Distel, J. Atif, and I. Bloch. **Concept dissimilarity based on tree edit distance and morphological dilations**. In //European Conference on Artificial Intelligence (ECAI)//, pages 249–254, Prag, Czech Republic, 2014.

  * F. Distel, J. Atif, and I. Bloch. **Concept dissimilarity with triangle inequality**. In //14th International Conference on Principles of Knowledge Representation and Reasoning//, pages 614–617, Wien, Austria, July 2014.

  * S. Chevallier, Q. Barthélemy, and J. Atif. **Subspace metrics for multivariate dictionaries and application to EEG**. In //Proceedings of the 39th IEEE International Conference on Acoustics, Speech, and Signal Processing, (ICASSP-2014)//, pages 7178–7182, Firenze, Italy„ May 4-9 2014.

  * S. Chevallier, Q. Barthélemy, and J. Atif. **On the need for metrics in dictionary learning assessment**. In //Proceedings of the 22nd IEEE European Signal Processing Conference, (EUSIPCO)//, pages 1427–1431, Lisbon, Portugal, Sep 1-5 2014. IEEE.

  * L. Linguet and J. Atif. **Modeling time series of solar irradiance from satellite data through particle filtering and joint probability distribution**. In //IEEE-IGARSS//, Canada, 2014.

  * C. Hudelot, J. Atif, and I. Bloch. **ALC(F) : a new description logics for spatial reasoning in images**. In //1st International Workshop on Computer vision + ONTology Applied Cross-disciplinary Technologies (CONTACT 2014)//, Zurich, Switzerland, September 2014.


==2013==

  * O. Nempont, J. Atif, and I. Bloch. {{Research:infscnempont.pdf|A constraint propagation approach to structural model based image segmentation and recognition}}. in  //Information Sciences//,246 :1–27, 2013.

  * I. Bloch, J. Atif.{{Research:eusflat2013_submission_59_1_.pdf|Distance to bipolar information from morphological dilation}}. In //The 8th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT-2013//, pages 266–273, Milan, Italy, September 2013.

  * J. Atif, I. Bloch, F. Distel, and C. Hudelot. {{Research:atif_eusflat2013.pdf|A fuzzy extension of explanatory relations based on mathematical morphology}}. In //The 8th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT-2013//, pages 244–251, Milan, Italy, September 2013.

  * J. Atif, I. Bloch, F. Distel, and C. Hudelot. {{research:fca_mm_f.pdf|Mathematical morphology operators over concepts lattices}}. In //11th International Conference on Formal Concept Analysis//, pages 28–43, Dresden, Germany, May 2013.{{research:presicfca.pdf|Slides}}

  * Y. Isaac, Q. Barthélémy, J. Atif, C.  Gouy-Pailler and M. Sebag. {{Research:isaac_icassp_13.pdf|Multi-dimensional sparse structured signal approximation using split Bregman iterations}}. In //38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP)//, pages 3826-3830, Vancouver, Canada, May 2013.

  *  Y. Isaac, Q. Barthélémy, J. Atif, C. Gouy-Pailler, and M. Sebag. **Régularisations spatiales pour la décomposition de signaux eeg sur un dictionnaire temps-fréquence**. In //GRETSI, Groupe d’Etudes du Traitement du Signal et des Images//, pages xxx–xx, Brest, France, September 2013.

==2012==
  * G. Fouquier, J. Atif, and I. Bloch. **Sequential model-based segmentation and recognition of image structures driven by visual features and spatial relations**. //Computer Vision and Image Understanding//, 116(1):146–165, January 2012. ([[http://dx.doi.org/10.1016/j.cviu.2011.09.004|Springer DOI]]), ({{research:cviu11.pdf|Preprint}}).

  * L. Linguet and J. Atif. **A particle filter approach for solar radiation estimate using satellite image
and in situ data**. In //1st EARSeL Workshop on Temporal Analysis of Satellite Images//, pages 208–216, Mykonos, Greece, May 2012.

==2011==
  * J. Atif, C. Hudelot, and I. Bloch. **Abduction in description logics using formal concept analysis and mathematical morphology : application to image interpretation**. In //8th International Conference on Concept Lattices and Their Applications (CLA2011)//, pages 405–408, Nancy, Paris, October 2011.

  * J. Atif, C. Hudelot, and I. Bloch. Abduction dans les logiques de description : apport de l’analyse formelle de concepts et de la morphologie mathématique. In //Représentation et Raisonnement sur le Temps et l’Espace (Atelier RTE 2011)//, Chambery, France, May 2011.{{research:rte2011.pdf|pdf}}

==2010==
  * C. Hudelot, J. Atif, and I. Bloch. **Integrating bipolar fuzzy mathematical morphology in description logics for spatial reasoning**. In //European Conference on Artificial Intelligence (ECAI 2010)//, pages 497–502, Lisbon, Portugal, August 2010.

  * O. Nempont, J. Atif, E. D. Angelini, and I. Bloch. **Propagation de contraintes pour la segmentation et la reconnaissance de structures anatomiques à partir d’un modèle structurel**. //Information - Interaction - Intelligence (I3)//, 10(1), December 2010.

==2009==
  * O. Nempont, J. Atif, E. Angelini, and I. Bloch. **A New Fuzzy Connectivity Measure for Fuzzy Sets and Associated Fuzzy Attribute Openings**. //Journal of Mathematical Imaging and Vision//, 34:107–136, 2009.([[http://link.springer.com/article/10.1007%2Fs10851-009-0136-3|Springer DOI]])), ({{research:jmiv09nempont.pdf|Preprint}})

  * H. Khotanlou, O. Colliot, J. Atif, and I. Bloch. 3D Brain Tumor Segmentation in MRI Using Fuzzy Classification, Symmetry Analysis and Spatially Constrained Deformable Models. //Fuzzy Sets and Systems//, (160):1457–1473, 2009.([[http://dx.doi.org/10.1016/j.fss.2008.11.016|Elsevier DOI]]), ({{research:fss09-hassan.pdf|Preprint}})
  
  * J. Atif and J. Darbon. {{research:icip.atifdarbon.09.pdf|Copula-set measures over topographic maps for change detection}}. In //IEEE International Conference on Image Processing//, pages 2881 – 2884, Cairo, Egypt, Nov 2009.

==2008==

  * C. Hudelot, J. Atif, and I. Bloch. Fuzzy Spatial Relation Ontology for Image Interpretation. //Fuzzy Sets and Systems//, 159:1929–1951, 2008.([[http://dx.doi.org/10.1016/j.fss.2008.02.011|Elsevier DOI]])({{research:fss-spatialontology-2008.pdf|Preprint}})

  * J. Puentes, B. Batrancourt, J. Atif, E. Angelini, L. Lecornu, A. Zemirline, I. Bloch, G. Coatrieux, and C. Roux. Integrated Multimedia Electronic Patient Record and Graph-Based Image Information for Cerebral Tumors. //Computers in Biology and Medicine//, 38(4):425–437, 2008. ([[http://dx.doi.org/10.1016/j.compbiomed.2008.01.009|DOI]]) ({{research:cbm-08.pdf|Preprint}})

  * C. Hudelot, J. Atif, and I. Bloch. {{research:ecai2008_celine.pdf|A Spatial Relation Ontology Using Mathematical Morphology and Description Logics for Spatial Reasoning}}. In //ECAI-Workshop on Spatial and Temporal Reasoning//, pages 21–25, Patras, Greece, jul 2008.

  * O. Nempont, J. Atif, E. Angelini, and I. Bloch. {{research:ecai2008_olivier.pdf|Structure Segmentation and Recognition in Images Guided by Structural Constraint Propagation}}. In //European Conference on Artificial Intelligence (ECAI)//, pages 621–625, Patras, Greece, jul 2008.

  * G. Fouquier, J. Atif, and I. Bloch. {{research:ecai2008-geoffroy.pdf|Sequential Spatial Reasoning in Images based on Pre-Attention Mechanisms and Fuzzy Attribute Graphs}}. In //European Conference on Artificial Intelligence (ECAI)//, pages 611–615, Patras, Greece, jul 2008.

  * O. Nempont, J. Atif, E. Angelini, and I. Bloch. {{research:ipmu2008olivier.pdf|Fuzzy Attribute Openings Based on a New Fuzzy Connectivity Class. Application to Structural Recognition in Images}}. In //International Conference on Information Processing and Managmenent of Uncertainty (IPMU)//, pages 652–659, Malaga, Spain, jun 2008. 
  
  * G. Fouquier, J. Atif, and I. Bloch. {{research:ipmu2008geoffroy.pdf|Incorporating a pre-attention mechanism in fuzzy attribute graphs for sequential image segmentation}}. In //International Conference on Information Processing and Management of Uncertainty (IPMU)//, pages 840–847, Torremolinos (Malaga), Spain, jun 2008.
  
  * O. Nempont, J. Atif, E. Angelini, and I. Bloch. {{research:dgci2008nempont.pdf|A New Fuzzy Connectivity Class. Application to Structural Recognition in Images}}. In //Discrete Geometry for Computer Imagery (DGCI)//, volume LNCS 4992, pages 446–457, Lyon, 2008.

  * C. Hudelot, J. Atif, and I. Bloch. FSRO : une ontologie de relations spatiales floues pour l’inteprétation d’images. //Revue Nouvelles Technologies de l'Information  (RNTI)//, 14 :55–86, 2008.

  * C. Hudelot, J. Atif, and I. Bloch.	Intégration de la morphologie mathématique floue dans une logique de description pour le raisonnement spatial. In // Rencontres Francophones sur la Logique Floue et ses Applications (LFA)//, pages 336–343, Lens, France, oct 2008.
  
==2007==
  * E. Aldea, G. Fouquier, J. Atif, and I. Bloch. {{research:2007.isvc.fouquier.pdf|Kernel Fusion for Image Classification Using Fuzzy Structural Information}}. In //3rd International Symposium on Visual Computing ISVC07//, volume LNCS 4842, pages 307– 317, Lake Tahoe, USA, nov 2007.

  * ED Angelini, J. Atif, J. Delon, E. Mandonnet, H. Duffau, and L. Capelle. Detection of glioma evolution on longitudinal MRI studies. In //4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro//. ISBI, pages 49–52, 2007.
  
  * J. Atif, C. Hudelot, G. Fouquier, I. Bloch, and E. Angelini. {{research:ijcai07-034.pdf|From Generic Knowledge to Specific Reasoning for Medical Image Interpretation using Graph-based Representations}}. In //International Joint Conference on Artificial Intelligence (IJCAI)//, pages 224–229, 2007, Hyderabad, India, jan 2007.
  
  * C. Hudelot, J. Atif, and I. Bloch. An Ontology of Spatial Relations using Fuzzy Concrete Domains. In //AISB symposium on Spatial Reasoning and Communication//, Newcastle, UK, apr 2007.
  
  * O. Nempont, J. Atif, E. Angelini, and I. Bloch. {{research:ipmi2007nempont.pdf|Combining Radiometric and Spatial Structural Information in a New Metric for Minimal Surface Segmentation}}. In //Information Processing in Medical Imaging// (IPMI 2007), volume LNCS 4584, pages 283–295, Kerkrade, The Netherlands, jul 2007. 
  
  * E. Aldea, J. Atif, and I. Bloch. {{research:gbr2007-emi.pdf|Image Classification using Marginalized Kernels for Graphs}}. In //6th IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition//, GbR’07, volume 1, pages 103–113, Ali- cante, Spain, jun 2007.
  
  * G. Fouquier, J. Atif, and I. Bloch. {{research:2007.gbr.fouquier.pdf|Local Reasoning in Fuzzy Attributes Graphs for Optimizing Sequential Segmentation}}. In 6th //IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition//, GbR’07, volume 1, pages 138–147, Alicante, Spain, jun 2007. 
  
  * J. Atif, C. Hudelot, O. Nempont, N. Richard, B. Batrancourt, E. Angelini, and I. Bloch. {{research:isbi07_jamal.pdf|GRAFIP: A Framework for the Representation of Healthy and Pathological Cerebral Information}}. In //ISBI// 2007, pages 205–208, Washington DC, USA, apr 2007.
  
  * I. Bloch, C. Hudelot, and J. Atif. {{research:icapr07_invited.pdf|On the Interest of Spatial Relations and Fuzzy Representations for Ontology-Based Image Interpretation}}. In International Conference on Advances in Pattern Recognition, ICAPR’07, pages 15–25, Kolkata, India, jan 2007. **Invited paper**. 
  
  * H. Khotanlou, J. Atif, E. Angelini, H. Duffau, and I. Bloch. {{research:isbi07_hassan.pdf|Adaptive Segmentation of Internal Brain Structures in Pathological MR Images Depending on Tumor Types}}. In //ISBI// 2007, pages 588–591, Washington DC, USA, apr 2007. 

  * E. Aldea, G. Fouquier, J. Atif, and I. Bloch. Classification d’images par fusion d’attributs flous de graphes, relations spatiales et noyaux marginalisés. In// Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2007)//, pages 25–32, Nimes, France, nov 2007.

  * J. Atif, C. Hudelot, and I. Bloch. Adaptation de connaissances génériques pour l’interprétation d’images médicales : représentations par onologies et par graphes et modélisation floue. In //7e journées francophones Extraction et Gestion des Connaissances - Extraction de Connaissances et Images (EGC-ECOI’07)//, pages 51–61, Namur, Belgique, jan 2007.{{research:egc-ecoi07.pdf|pdf}}

==2006==
  * J. Atif, H. Khotanlou, E. Angelini, H. Duffau, and I. Bloch. Segmentation of Internal Brain Structures in the Presence of a Tumor. In //MICCAI Workshop on Clinical Oncology//, pages 61–68, Copenhagen, oct 2006.
  
  * J. Puentes, B. Batrancourt, L. Lecornu, J. Atif, A. Zemirline, G. Coatrieux, E. Angelini, I. Bloch, and C. Roux. Enhancing Electronic Patient Record Functionality through Information Extraction from Images. In //IEEE International Conference on Information and Communication Technologies: From Theory To Applications// ICTTA 2006, pages 978–983, Damascus, Syria, apr 2006.
  
  * C. Hudelot, J. Atif, O. Nempont, B. Batrancourt, E. Angelini, and I. Bloch. GRAFIP: a Framework for the Representation of Healthy and Pathological Anatomical and Functional Cerebral Information. In //Human Brain Mapping//, Florence, Italy, jun 2006.
  
  * B. Batrancourt, D. Hasboun, J. Atif, C. Hudelot, E. Angelini, and I. Bloch. A Clustering View of the Human Brain Mapping Literature and an Anatomo-Functional Cerebral Model. In //Human Brain Mapping//, Florence, Italy, jun 2006.
  
  * J. Atif, O. Nempont, O. Colliot, E. Angelini, and I. Bloch. Level Set Deformable Models Constrained by Fuzzy Spatial Relation. In //Information Processing and Management of Uncertainty in Knowledge-Based Systems//, IPMU, pages 1534–1541, Paris, France, 2006.
  
  * B. Batrancourt, J. Atif, O. Nempont, E. Angelini, and I. Bloch. Integrating Information from Pathological Brain MRI into an Anatomo-Functional Model. In //24th IASTED International Multi-Conference on Biomedical Engineering//, pages 236–241, Innsbruck, Austria, feb 2006.

  * C. Hudelot, J. Atif, and I. Bloch. Ontologie de relations spatiales floues pour l’interprétation d’images. In //Rencontres francophones sur la Logique Floue et ses Applications, LFA// Toulouse, France, oct 2006.

  * H. Khotanlou, J. Atif, B. Batrancourt, O. Colliot, E. Angelini, and I. Bloch. Segmentation de tumeurs cérébrales et intégration dans un modèle de l’anatomie. In //Reconnaissance des Formes et Intelligence Artificielle//, RFIA’06, Tours, France, jan 2006.{{research:rfia2006hassan.pdf|pdf}}
  
 
==2005==
   * H. Khotanlou, J. Atif, O. Colliot, and I. Bloch. 3D Brain Tumor Segmentation Using Fuzzy Classification and Deformable Models. In //WILF//, volume LNAI 3849, pages 312–318, Crema, Italy, sep 2005.{{research:wilf2005_hassan.pdf|pdf}}

   * O. Nempont, J. Atif, A. Herment, I. Bloch, and P. Carlier. Graph-Based Segmentation of Muscles on NMR Images: Preliminary Results. In 2005 Workshop on Investigation of Human Muscle Function, Nashville, TN, USA, 2005.
  
  * A. Tarault, J. Atif, X. Ripoche, P. Bourdot, and A. Osorio. Classification of radiological exams and organs by belief theory. The //3rd ACS/IEEE International Conference on Computer Systems and Applications//, Cairo, Egypt 2005.

==2004==
  * J. Atif, X. Ripoche, and A. Osorio. Combined quadratic mutual information to a new adaptive kernel density estimator for non rigid image registration. In //SPIE Medical Imaging Conference, San Diego, California//, USA, 2004.

  * X. Ripoche, J. Atif, and A. Osorio. Three dimensional discrete deformable model guided by mutual information for medical image segmentation. In //SPIE Medical Imaging Conference//, San Diego, California, USA, 2004.

  * J. Atif, A. Osorio, B. Devaux, and Fran ̧cois-Xavier Roux. Integration of short-distance radiological images, angiography and multimodal image fusion in a stereotaxic software environment for biopsy intervention. In CARS, page 1312, 2004.

  * Angel Osorio, Olivier Traxer, Jamal Atif, Xavier Ripoche, Mohamed Tligui, and Bernard Gattegno. Percutaneous nephrolithotomies improvement us- ing a new augmented reality system integrated into operating rooms. In CARS, page 1322, 2004.

  * A. Osorio, B. Devaux, R. Clodic, J. Atif, X. Ripoche, and F-X. Roux. A new Augmented Reality system for brain surgery improvements merging fluoroscopic 2D images, MR and CT 3D segmentations and Talairach atlas. In InfoRAD 2004, Radiological Society of North America RSNA-04, Chicago, USA, 2004.

  * A. Osorio, O. Traxer, S. Merran, X. Ripoche, and J. Atif. Real time fusion of 2D fluoroscopic and 3D segmented CT images integrated into an Aug- mented Reality system for percutaneous nephrolithotomies (PCNL). In InfoRAD 2004, Radiological Society of North America RSNA-04, Chicago, USA, 2004. Cette Communication a reçu le prix (Cum Laude).

==2003==
  * J. Atif, X. Ripoche, and A. Osorio. Non-rigid medical image registra- tion by maximisation of quadratic mutual information. In //IEEE 29th Annual Northeast Bioengineering Conference//, pages 32–40, Newark NJ, USA, march 2003.

  * J.Atif, X.Ripoche,C.Coussinet,and A.Osorio. Recalage  élastique d’images médicales par maximisation de l’information mutuelle quadratique. In //GRETSI//, Paris, France, 2003.

  * A. Mihalcea, X. Ripoche, J. Atif, P.J. Valette, and A. Osorio. A new PC based software for semi automatic liver segmentation. Clinical study for preoperative tumor localization. In InfoRAD 2003, Radiological Society of North America RSNA-03, Chicago, USA, 2003.

  * A. Osorio, O. Traxer, S. Merran, X. Ripoche, and J. Atif. 3D reconstruction and instant volume measurement of complex renal calculi: application to percutaneous nephrolithotomy. In InfoRAD 2003, Radiological Society of North America RSNA-03, Chicago, USA, 2003. Cette Communication a reu le prix (Certificate of merit).

  * O. Traxer, A. Osorio, S. Merran, J. Atif, X. Ripoche, and M. Tligui. An augmented reality system for percutaneous nephrolithotomy. In In- foRAD 2003, Radiological Society of North America RSNA-02, Chicago, USA, 2003. Cette Communication a reçu le prix (Certificate of merit).

==2002==   
  * V. Servois, A. Osorio, and Atif. A new pc based software for prostatic 3d segmentation and volume measurement. application to permanent prostate brachytherapy (PPB) evaluation using ct and mr images fusion. In In- foRAD 2002, Radiological Society of North America RSNA-02, Chicago, USA, 2002.

==== Manuscripts ====
  - J. Atif. {{Research:these_jamalatif.pdf|Recalage non-rigide multimodal des images radiologiques par information mutuelle quadratique normalisée}}. Mémoire de thèse, Université de Paris–Sud 11, Orsay, 29 Novembre 2004.
  - J. Atif. {{Research:hdr_jamal_qualif.pdf|Quelques contributions à l’interprétation d’images, l’apprentissage statistique et la cartographie cérébrale}}. Document d’habilitation à diriger des recherches, Université de Paris–Sud 11, 31 octobre 2013.
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