(LTSI INSERM UMR 1099, Université de Rennes 1)
Contributions à des ouvrages collectifs
J. Dowling, L. O’Connor, O. Acosta, P. Raniga, R. de Crevoisier, J.C. Nunes, A. Barateau, H. Chourak, Book Chapter, 20: Image synthesis for MRI-only radiotherapy treatment planning, Biomedical Image Synthesis and Simulations, Methods and Applications, 1st Edition - June 4, 2022, Editors: Ninon Burgos, David Svoboda, Elsevier.
J. Dréo, J.C. Nunes, P. Siarry, chapter 11 "Metaheuristics and registration of angiographies", of book: Optimization in imaging and signal processing, Hermes-Lavoisier, ISTE, WILEY, June 2009.
J. Dréo, J.C. Nunes, and P. Siarry, chapitre 11 "Métaheuristiques en variables continues. Exemple du recalage des images d'angiographie rétinienne" du livre "Optimisation en traitement du signal et de l'image", Traité IC2 de Hermès-Lavoisier, Coordinateur : Patrick SIARRY, ISBN: 2746214636, 2006, Résumé.
Articles de Revue internationale
S. Tahri, A. Barateau, C. Cadin, H. Chourak, S. Ribault, F. Nozahic, O. Acosta, J.A. Dowling, P.B. Greer, A. Largent, C. Lafond, R. De Crevoisier, J.C. Nunes, "A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture", Physica Medica, 10 October 2022.
H. Chourak, A. Barateau, S. Tahri, C. Cadin, C. Lafond, J.C. Nunes, A. Boue-Rafle, M. Perazzi, P.B. Greer, J. Dowling, R. De Crevoisier, O. Acosta, "Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods", Frontiers in Oncoly, 103, 2, 108-118, 2022.
M. Boulanger, J.C. Nunes, H. Chourak, A. Largent, S. Tahri, O. Acosta, R. De Crevoisier, C. Lafond, A. Barateau, "Deep learning methods to generate synthetic CT from MRI in radiotherapy: A literature review", Physica Medica, Volume 89, 2021, Pages 265-281.
A. Barateau, R. De Crevoisier, A. Largent, E. Mylona, N. Perichon, J. Castelli, E. Chajon, O. Acosta, A. Simon, J.C. Nunes, C. Lafond, "Comparison of CBCT‐based dose calculation methods in head and neck cancer radiotherapy: from Hounsfield unit to density calibration curve to deep learning", Medical Physics, 12 July 2020.
A. Largent, L. Marage, I. Gicquiau, J.C. Nunes, N. Reynaert, J. Castelli, E. Chajon, O. Acosta, G. Gambarota, R. de Crevoisier, H. Saint-Jalmes, "Head-and-Neck MRI-only radiotherapy treatment planning: From acquisition in treatment position to pseudo-CT generation", (2020) Cancer/Radiothérapie.
A. Largent, Barateau, A., J.C. Nunes, Lafond, C., Greer, P.B., Dowling, J.A., Saint-Jalmes, H., Acosta, O. and de Crevoisier, R., "Pseudo-CT Generation for MRI-Only Radiation Therapy Treatment Planning: Comparison Among Patch-Based, Atlas-Based, and Bulk Density Methods". International Journal of Radiation Oncology Biology Physics, 103(2): p. 479-490, 2019.
Largent, A., Barateau, A., J.C. Nunes, Mylona, E., Castelli, J., Lafond, C., Greer, P.B., Dowling, J.A., Baxter, J., Saint-Jalmes, H., Acosta, O. and de Crevoisier, R., "Comparison of Deep Learning-Based and Patch-Based Methods for Pseudo-CT Generation in MRI-Based Prostate Dose Planning", International Journal of Radiation Oncology Biology Physics, 105(5), p. 1137-1150, 2019.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, H. Saint-Jalmes, O. Acosta, R. Crevoisier, "29 Pseudo-CT generation for MRI-only radiotherapy treatment planning: comparison between patch-based, atlas-based and bulk density methods", Physica Medica, vol. 56, Supp. 1, December 2018.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, H. Saint-Jalmes, O. Acosta, R. Crevoisier, "Pseudo-CT generation for MRI-only radiotherapy treatment planning: comparison between patch-based, atlas-based, and bulk density methods", International journal of radiation oncology, October 2018.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, H. Saint-Jalmes, O. Acosta, R. Crevoisier, "Calcul de dose à partir d'IRM en radiothérapie de la prostate : comparaison de trois méthodes de génération de pseudo-scanographie", Cancer/Radiothérapie, vol. 22, n°6-7, October 2018.
S. Li, J.C. Nunes, C. Toumoulin, L. Luo, "3D Coronary Artery Reconstruction by 2D Motion Compensation Based on Mutual Information", IRBM Elsevier, vol. 39, Issue 1, June 2018.
S. Li, J.C. Nunes, M. Castro, C. Toumoulin, L. Luo, "Calibration of Artis-Zeego C-arm cone beam computerized tomography angiography imaging system", Optical Engineering, vol. 57, Issue 6, June 2018.
A. Largent, L. Marage, I. Gicquiau, G. Gambarota, H. Chajon, O. Acosta, J.C. Nunes, R. De Crevoisier, H. Saint-Jalmes, "MRI acquisition in radiotherapy treatment position: sequence optimization for head and neck cancer", Radiotherapy and Oncology, vol. 127, suppl. 1, April 2018.
C. Simoncini, K. Jurczuk, D. Reska, S. Esneault, J.C. Nunes, J.-J. Bellanger, H. Saint-Jalmes, Y. Rolland, P.-A. Eliat, J. Bézy-Wendling, M. Kretowski, "Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol", Med. Biol. Eng. Comput., vol. 56, Issue 15, March 2018.
A. Largent, J.C. Nunes, C. Lafond, N. Périchon, J. Castelli, Y. Rolland, O. Acosta, R. de Crevoisier, "MRI acquisition in radiotherapy treatment position: sequence optimization for head and neck cancer", Cancer/Radiothérapie, vol. 21, Issue 8, April 2017.
H. Becker, L. Albera, P. Comon, J.C. Nunes, R. Gribonval, J.Fleureau, P. Guillotel, I. Merlet, "SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity", NeuroImage, vol. 57, Issue 15, August 2017.
H. Feuillatre, J.C. Nunes, C. Toumoulin, "An improved graph matching algorithm for the spatio-temporal matching of a coronary artery 3D tree sequence". IRBM Elsevier, vol. 36, Issue 6, August 2015.
M. Rubeaux, J.C. Nunes, L. Albera, M. Garreau, "Medical image registration using Edgeworth-based approximation of Mutual Information", IRBM Elsevier, vol. 35, Issue 3, February 2014.
H.
Feuillatre, B. Sanokho, J.C.
Nunes, M. Bedossa, C. Toumoulin , " Automatic determination of optimal view for
the visualization of coronary lesions by rotational X-ray angiography", IRBM Elsevier, vol. 34, Issues 4-5,
november 2013.
J. Fleureau, J.C. Nunes, A. Kachenoura, L. Albera and L. Senhadji , "Turning Tangent Empirical Mode Decomposition: A framework for mono- and Multivariate Signals", IEEE Transactions on Signal Processing, vol. 59, n°3, march 2011.
Y. Hu, L. Xie, L. Luo, J.C. Nunes and C. Toumoulin, "L0 constrained sparse reconstruction for multi-slice helical CT reconstruction", Physics in Medicine and Biology (PMB), vol. 56, n°1173, 2011.
J. Fleureau, A. Kachenoura, L. Albera, J.C. Nunes, and L. Senhadji , "Multivariate empirical mode decomposition and application to multichannel filtering", Signal Processing, Elsevier, vol. 91, n°12, pp. 2783-279, December, 2011.
J.C. Nunes, and E. Deléchelle, "Image analysis and empirical mode decomposition", Advances in Adaptive Data Analysis (AADA), vol. 1, n°1, 2009.
J. Dréo, J.C. Nunes, and P. Siarry, "Robust rigid registration of retinal angiograms through optimization", Computerized Medical Imaging and Graphics (CMIG), Volume 30, Issue 8, Pages 453-463, 2006, Résumé, Citations.
J.C. Nunes, and A. Nait-Ali, "Hilbert Transform-Based ECG modeling", Biomedical Engineering (BME), Springer, vol. 39, No. 3, 2005, 133-137, Résumé.
E. Deléchelle, J.C. Nunes, J. Lemoine, "Empirical mode decomposition synthesis of fractional processes in 1D- and 2D-space", Image and Vision Computing Journal (IVC), vol. 23, Issue 9, September 2005, pp. 799-806, Résumé, Citations.
J.C. Nunes, and A. Nait-Ali, "ECG compression by modelling the instantaneous module/phase of its DCT", Journal of Clinical Monitoring and Computing (JCMC), Springer, vol.19, issue 3, pp. 207-214, June 2005, Résumé.
J.C. Nunes, S. Guyot, and E. Deléchelle, "Texture analysis based on local analysis of the bidimensional empirical mode decomposition", Journal of Machine Vision and Applications (MVA), 2005, vol. 16, Issue 3, May 2005, pp. 177-188, Résumé, Citations.
J.C. Nunes, Y. Bouaoune, E. Deléchelle, and P. Bunel, "A Multiscale Registration Scheme of Retinal Angiograms", Computer Vision and Image Understanding Journal (CVIU), Vol. 95 (2), 2004, pp 129-149, Résumé, Citations.
J.C. Nunes, Y. Bouaoune, E. Deléchelle, N. Oumar, and P. Bunel, "Image analysis by bidimensional empirical mode decomposition", Image and Vision Computing Journal (IVC), Vol. 21, November 2003, pp 1019-1026. Résumé, Citations.
Y. Bouaoune, M.K. Assogba, J.C. Nunes, and P. Bunel, "Spatio-temporal characterization of vessel segments applied to retinal angiographic images", Pattern Recognition Letters (PRL), Vol. 24, 2003, pp 607-615, Résumé.
Communications internationales avec actes
B. Texier, C. Hémon, P. Lekieffre, E. Collot, S. Tahri, H. Chourak, J. Dowling, P. Greer, I. Bessieres, A. Barateau, C. Lafond, R. de Crevoisier, J. Castelli and J.C. Nunes, CT synthesis by 3D cycle-GAN for prostate MRI-only radiotherapy workflow in a multi-center context, IEEE International Symposium on Biomedical Imaging (ISBI), 2023.
C.
Hémon, B. Texier, E. Collot, P. Lekieffre, J. Castelli, A. Barateau, R.
de Crevoisier, C. Lafond, and J.C.
Nunes,
Unsupervised CBCT-to-CT synthesis using 3D GAN with a New
ConvNext-based Perceptual Loss for Head and Neck Cancer Radiotherapy,
IEEE International Symposium on Biomedical Imaging (ISBI), 2023.
H.
Chourak, J. Dowling, P. Greer, A. Barateau, C. Lafond, R. de
Crevoisier, J.C. Nunes, O. Acosta, MRI-Only radiation therapy for
prostate cancer: a sensitivity analysis of the impact of synthetic-CT
uncertainties on dose calculation, IEEE International Symposium on
Biomedical Imaging (ISBI), 2023.
B.
Texier, C. Hémon, E. Collot, P. Lekieffre, S. Tahri, H. Chourak, P.
Greer, J. Dowling, A. Barateau, C. Lafond, R. de Crevoisier, J.
Castelli and J.C. Nunes, Evaluation of prostate synthetic CTs from MRI
using 2D cycle-GAN with multicentric learning, European Society
Radiation Oncology (ESTRO), 2023.
C.
Hémon, B. Texier, P. Lekieffre, E. Collot, C. Lafond, A. Barateau, R.
De Crevoisier, and J.C.
Nunes, Unsupervised generation of synthetic CT from CBCT
using 3D GAN in head and neck cancer radiotherapy, European Society
Radiation Oncology (ESTRO), 2023.
P.
Lequieffre, E. Collot, B. Texier, C. Hémon, S. Tahri, H. Chourak, I.
Bessieres, P. Greer, J. Dowling, A. Barateau, C. Lafond, R. de
Crevoisier, J.C. Nunes,
3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and
multicenter training, European Society Radiation Oncology (ESTRO), 2023.
E.
Collot, P. Lekieffre, B. Texier, C. Hémon, S. Tahri, H. Chourak, A.
Barateau, C. Lafond, R. de Crevoisier, J.C. Nunes,
Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images,
European Society Radiation Oncology (ESTRO), 2023.
H.
Chourak, A. Barateau, J.C.
Nunes, P. Greer, S. Tahri, C. Lafond, R. de Crevoisier,
J.A Dowling, O. Acosta, Local quality assessment of patient specific
synthetic-CT via voxel-wise analysis, DICTA, 2022.
S. Fettem, S. Tahri, L. Macke, H. Chourak, A. Barateau, C. Lafond, R. De Crevoisier, I. Bessieres, L. Marage, O. Acosta, J.C. Nunes, Evaluation of synthetic-CT generated from prostate MRI (0.35T) with a 2D+ Pix2Pix method, European Society Radiation Oncology (ESTRO), 2022.
L. Macke, S. Tahri, S. Fettem, H. Chourak, A. Barateau, C. Lafond, R. De Crevoisier, I. Bessieres, L. Marage, O. Acosta, J.C. Nunes. Evaluation of prostate synthetic CTs from 0.35T MR images using different deep training cohort sizes. in European Society Radiation Oncology (ESTRO), 2022.
S.
Tahri, B. Texier, A. Barateau, H. Chourak, C. Hemon, P.B. Greer, J.A.
Dowling, O. Acosta, I. Bessieres, L. Marage, C. Lafond, R. de
Crevoisier, J.C. Nunes,
Génération de CT synthétique à partir d’IRM
multicentrique par méthode d’apprentissage profond, SFPM, 2022
S.
Tahri, N. Omarjee, A. Barateau, B. Texier, H. Chourak, C. Hemon, I.
Bessieres, L. Marage, P.B. Greer, J.A. Dowling, O. Acosta, C. Lafond,
J.C. Nunes,
R. De Crevoisier, Calcul de dose sur TDM synthétiques générés
à partir d’IRM multicentriques par méthode d’apprentissage profond,
SFRO 2022.
S. Tahri, C. Cadin, H. Chourak, A. Barateau, S. Ribault, O. Acosta, P. Greer, J. Dawling, C. Lafond, R. De Crevoisier, J.C. Nunes, cGAN-based pseudo-CT generation for prostate MRI-only radiotherapy, Radiotherapy and Oncology, European Society Radiation Oncology (ESTRO), Volume 161, Supplement 1, 2021.
S. Tahri, C. Cadin, H. Chourak, A. Barateau, S. Ribault, O. Acosta, P. Greer, J. Dowling, C. Lafond, R. de Crevoisier, J.C. Nunes, Calcul de dose à partir d’IRM en radiothérapie de la prostate par méthode d’apprentissage profond, Cancer/Radiothérapie, SFRO, Volume 25, Issues 6–7, 2021.
H. Chourak, A. Barateau, E. Mylona, C. Cadin, C. Lafond, P. Greer, J. Dowling, J.C. Nunes, R. de Crevoisier and O. Acosta. Voxel-wise analysis for spatial characterization of pseudo-CT errors in MRI-only radiotherapy planning, IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021.
M. Pistono, G. Coatrieux, J.C. Nunes and M. Cozic, "Training Machine Learning on JPEG Compressed Images," 2020 Data Compression Conference (DCC), 2020, pp. 388-388, doi: 10.1109/DCC47342.2020.00070.
S. Tahri, C. Cadin, H. Chourak, A. Barateau, S. Ribault, O. Acosta, P.B. Greer, J.A. Dowling, C. Lafond, R. De Crevoisier, J.C. Nunes, Image and dose uncertainties of a deep learning method for prostate MRI-only radiotherapy, SFPM 2021.
H. Chourak, A. Barateau, C. Cadin, C. Lafond, J.C. Nunes, P. Greer, J. Dowling, R. de Crevoisier, O. Acosta, Caractérisation spatiale d’erreurs de pseudo-CT pour la planification de dose à partir d’IRM, SFPM 2021.
K. Stephane, A. Houssayni, U. Cassard, A. Barateau, L. Duvergé, A. Largent, O. Acosta, J.C. Nunes, T. Messai, A. Simon, J. Dowling, N. Perichon, R. De Crevoisier, PO-1484: MRI only based planning to decrease toxicity in prostate cancer IMRT/IGRT: a dosimetric study, Radiotherapy and Oncology, European Society Radiation Oncology (ESTRO), Volume 152, Supplement 1, 2020.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, J. Baxter, H. Saint-Jalmes, O. Acosta, R. de Crevoisier, 45 A comparison of pseudo-CT generation methods for prostate MRI-based dose planning: deep learning, patch-based, atlas-based and bulk-density methods, Physica Medica, Volume 68, Supplement 1, December 2019, Page 28.
J.C. Nunes, Largent, A., Barateau, C. Lafond, P.B. Greer, J.A. Dowling, J. Baxter, J. Castelli, É.Chajon, N. Périchon, H. Saint-Jalmes, R. de Crevoisier, O. Acosta, Calcul de dose direct à partir d’IRM et tomographies coniques par méthodes d’apprentissage, Cancer/Radiothérapie, SFRO, Volume 23, Issues 6–7, October 2019, Pages 798-799.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, J. Baxter, H. Saint-Jalmes, O. Acosta, R. De Crevoisier, "Comparaison de méthodes de génération de pseudo-CT pour une planification dosimétrique à partir d’IRM", SFPM 2019.
A. Largent, J.C. Nunes, H. Saint-Jalmes, J. Baxter, P.B. Greer, J.A. Dowling, R. de Crevoisier and O. Acosta, "Pseudo-CT generation for MRI-only radiotherapy: Comparative sutdy between a generative adversarial network, a Unet network, a patch-based, and an Atlas-based methods", 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI).
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, H. Saint-Jalmes, O. Acosta, R. de Crevoisier, Comparison of deep learning with three other methods to generate pseudo-CT for MRI-only radiotherapy, European Society Radiation Oncology (ESTRO), Radiotherapy and Oncology, Volume 133, Supplement 1, April 2019, Pages S555-S556.
A. Largent, A. Barateau, J-C Nunes, C. Lafond, P.B Greer, J. A Dowling, H. Saint-Jalmes, O. Acosta, R. Crevoisier, Pseudo-CT generation for MRI-only radiotherapy treatment planning: comparison between patch-based, atlas-based and bulk density methods, Physica Medica, SFPM, Volume 56, Supplement 1, 2018, Pages 17-18.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, H. Saint-Jalmes, O. Acosta, R. de Crevoisier, "Calcul de dose à partir d’IRM en radiothérapie de la prostate : comparaison de trois méthodes de génération de pseudo-scanographie", Cancer/Radiothérapie, Volume 22, Issues 6–7, 2018, Pages 704-705.
A. Largent, A. Barateau, J.C. Nunes, C. Lafond, P.B. Greer, J.A. Dowling, H. Saint-Jalmes, O. Acosta, R. de Crevoisier, "Génération de pseudo-CT à partir d’IRM en radiothérapie : comparaison de 3 méthodes", SFPM (2018).
A. Largent, L. Marage, I. Gicquiau, E. Chajon, O. Acosta, J.C. Nunes, R. de Crevoisier, G. Gambarota, H. Saint-Jalmes, "IRM en position de traitement pour la radiothérapie des cancers ORL : évaluation et optimisation d’un protocole", JFR (2018).
A. Largent, L. Marage, I. Gicquiau, G. Gambarota, E. Chajon, O. Acosta, J.C. Nunes, R. de Crevoisier, H. Saint-Jalmes, "MRI acquisition in radiotherapy treatment position: Sequence optimization for head and neck cancer", ESTRO (2018).
Axel Largent, Louis Marage, Ivan Gicquiau, Nick Reynaert, Giulio Gambarota, Enrique Chajon, Oscar Acosta, J.C. Nunes, Renaud de Crevoisier, Hervé Saint-Jalmes, "Protocol Optimization for MRI-only Radiotherapy Treatment Planning in Head and Neck Cancer", SFPM séminaire jeunes chercheurs (2017).
A. Largent, J.C. Nunes, H. Saint-Jalmes, A. Simon, N. Perichon, A. Barateau, C. Hervé, C. Lafond, P.B. Greer, J.A. Dowling, R. de Crevoisier, O. Acosta, "Pseudo-CT Generation by Conditional Inference Random Forest for MRI-based Radiotherapy Treatment Planning". in 25th European Signal Processing Conference (EUSIPCO), August 2017.
H. Feuillatre, J.C. Nunes, C. Toumoulin, "Inexact coronary tree matching algorithm with artificial nodes". 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), August 2016.
H. Feuillatre, J.C. Nunes, S. Li, C. Toumoulin, "Coronary Tree Matching Based on Association Graphs with Artificial Nodes".6th European Conference of the International Federation for Medical and Biological Engineering (MBEC), September 2014.
A. Oukili, J.C. Nunes, Y. Chen, L. Luo and C. Toumoulin, "Object-based 3D binary reconstruction from sparse projections in cone beam CT: Comparison of three projection operators". ISBI 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), San Francisco, CA, USA, April 7-11, 2013.
Y. Hu, M.Y. Jung, A. Oukili, G. Yang, Nunes J.C., J. Fehrenbach, G. Peyr, M. Bedossa, L. Luo, C. Toumoulin, L.D. Cohen, "Sparse reconstruction from a limited projection number of the coronary artery tree in X-ray rotational imaging". ISBI 2012 IEEE 9th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Barcelona, Spain, 2-5 May, 2012.
A. Oukili., Y. Hu, J.C. Nunes, M. Bedossa, L. Luo, C. Toumoulin, "Reconstruction 3D des artres coronaires en imagerie rotationnelle RX". RITS 2011 (Colloque National Recherche en Imagerie et Technologies pour la Sant). Rennes, France.
J. Fleureau,
A. Kachenoura, J.C.
Nunes,
L. Albera, L. Senhadji, "3A-EMD: a
Generalized Approach for Monovariate and Multivariate EMD",
International Conference on
Information Sciences, Signal Processing and Their Applications (10th
ISSPA 2010), on 10-13th May 2010 in Kuala Lumpur, Malaysia, 2010.
M.
Rubeaux, J.C. Nunes,
L. Albera, M.
Garreau, "Edgeworth-based
approximation of Mutual
Information for medical image registration", International
Conference on
Image Processing Theory, Tools and Applications (IPTA), Evry, 2010.
Y. Hu, L. Xie, J.C. Nunes,
J.J. Bellanger, C. Toumoulin, "ECG Gated Reconstruction for 3-D Rotational
Coronary Angiography", 32nd Annual International Conference
of the IEEE
Engineering in Medicine and Biology Society (EMBC), 2010, on Aug.
29-Sep. 4, 2010, Buenos Aires.
L. Xie, Y. Hu, J.C. Nunes,
J.J. Bellanger, L. Luo, C. Toumoulin, "A model-based reconstruction method
for 3-D Rotational Coronary Angiography", 32nd Annual
International
Conference of the IEEE Engineering in Medicine and Biology Society
(EMBC), on Aug. 29-Sep. 4, 2010, Buenos Aires.
M.
Rubeaux, J.C. Nunes,
L. Albera, M.
Garreau. "Dense motion estimation of the heart using
Gram-Charlier based mutual information". Proceedings of IEEE Computers
in Cardiology (CinC'09); 2009 Sep 13-16; Park City, Utah, USA; 2009. p.
609-12.
V. Burdin-Fracasso , J.L. Dillenseger, J. Montagner, J.C. Nunes, J.L. Coatrieux, C. Roux, "The futures of biomedical imaging", Biomedical Imaging VIII, 8th IEEE EMBS International Summer School on Biomedical Imaging, Berder Island, France, June 20-28, 2008.
K. Torres, T.L. Pham, S. Esneault, J.C. Nunes, E. Delabrousse, J.L. Dillenseger, "Segmentation dimages scanner X du foie par Max-Flow/Min-Cut", GRETSI'2007 - 21me Colloque GRETSI sur le traitement du signal et des images, (Troyes, France), 11-14 septembre 2007.
M.
Ndiaye, J-J. Montois, A. Kinié, J.C.
Nunes,
Y.
Jacquelet, "Contrle par systme multi-agent dans
lanalyse vectorielle des signaux épileptiques",
IA2006 Colloque International sur l'Informatique
et ses
Applications, Oujda (Maroc), 31 Octobre, 1 et 2 Novembre
2006,
pp. 336-337.
J. Dréo, J.C. Nunes, P. Truchetet, and P. Siarry, "Retinal angiogram registration by estimation of distribution algorithm", 6th IFAC Symposium on Modelling and Control in Biomedical Systems (Including Biological Systems), MCBMS'06 , 20-22 september 2006, (Reims, France).
J.C. Nunes, and E. Deléchelle, "Empirical mode decomposition: applications on signal and image", The first International Conference on the advances of Hilbert-Huang Transform and its applications , 15-17 March 2006, (Chungli, Tawan).
P. Truchetet, J. Dréo, J.C. Nunes and P. Siarry, "Application dun algorithme estimation de distribution au recalage dimages d'angiographie rétinienne", ROADEF2005, (Tours, France), 6ème congrès de la Société Française de Recherche Oprationnelle et d'Aide la Décision, 14-16 fvrier 2005.
J.C. Nunes, J. Dréo and P. Siarry, "Rigid registration of retinal angiograms through Nelder-Mead optimisation", IWESA2004, International Workshop on Electronics and System Analysis, 21-22 October 2004, (Bilbao, Spain).
J.C. Nunes, O. Niang, Y. Bouaoune, E. Deléchelle, and P. Bunel, "Texture analysis based on the Bidimensional Empirical Mode Decomposition with Gray-Level Co-occurrence models", ISSPA'2003, 7th International Symposium on Signal Processing and its Applications, (Paris, France), IEEE, EURASIP, 1-4 July 2003.
J.C. Nunes, O. Niang, Y. Bouaoune, E. Delchelle, and P. Bunel, "Bidimensional Empirical Mode Decomposition modified for texture analysis", SCIA'2003 13th Scandinavian Conference on Image Analysis, (Gteborg, Sweden), June 29-July 2 2003, vol. 2749, 171-177.
J.C. Nunes, O. Niang, Y. Bouaoune, E. Delchelle, and P. Bunel. "Décomposition Empirique Multimodale Bidimensionnelle Modifiée pour l'analyse d'images", GRETSI'2003 - 19me Colloque GRETSI sur le traitement du signal et des images, (Paris, France), 8-11 septembre 2003.
Communications nationales avec actes
J.C. Nunes, "Méthode automatique de recalage d'une séquence d'angiographie rétinienne", Forum des Jeunes Chercheurs en Génie Biologique et Médical, Journée de Recherche en Imagerie M'dicale, SFGBM 2003 (Nantes, France), 21-22 mai 2003.
J.C. Nunes, "Recalage dimages dangiographie rétinienne la fluorescéine", Colloque National de la Recherche en IUT, CNRIUT 2003 (Tarbes, France), 15-16 mai 2003.
J.C. Nunes, E. Deléchelle, and J. Lemoine, "Decomposition Modale Empirique Bidimensionelle (BEMD)", Thème A (Signal et Information : Théorie et Méthodes) du GdR ISIS, avril 2004.
8th IEEE EMBS International Summer School on Biomedical Imaging. Berder, France, 20-28 June, 2008 (organization committee).
7th IEEE EMBS, International Summer School on Biomedical Imaging, Berder, France, 17-25 June, 2006.
Habilitation à Diriger des Recherches (HDR)
Habilitation à Diriger des Recherches (HDR), Spécialité: Traitement d’images médicales, Math-STIC, Section CNU 61, Génie informatique, Automatique et Traitement du Signal, Métriques en traitement d’images, Aide au diagnostic et Traitement guidé par l’image en cardiologie interventionnelle et en radiothérapie. Univ. de Rennes 1, Rennes. LTSI, UMR-INSERM 1099 Rennes, soutenue le 11 janvier 2021.
Thèse de Doctorat en Sciences, spécialité: Signaux et Images en Médecine, Analyse multichelle d'image. Application l'angiographie rétinienne et la DMLA. Université Paris 12, Val de Marne, soutenue le 4 décembre 2003, sous la Direction de P. Bunel.