Books and proceedings

1. Marco Lorenzi and Maria A. Zuluaga. Trustworthy AI in medical imaging. Academic Press, November 2024. [bibtex-entry]

1. Nicolas Guigui, Nina Miolane, and Xavier Pennec. Introduction to Riemannian Geometry and Geometric Statistics: from basic theory to implementation with Geomstats, volume 16 of Foundations and Trends® in Machine Learning. Know Publishers, February 2023. Keyword(s): Riemannian Geometry, Geometric Statistics, Python Library. [bibtex-entry]

1. Nicholas Ayache, Alain Damasio, Yuval Noah Harari, Cathy O'Neil, and Nicolas Revel. Nouvelle enquête sur l'intelligence artificielle, Champs Actuel. Flammarion, June 2020. [bibtex-entry]



2. Xavier Pennec, Stephan Sommer, and Tom Fletcher. Riemannian Geometric Statistics in Medical Image Analysis. Academic Press, 2020. [bibtex-entry]

1. Dajiang Zhu, Jingwen Yan, Heng Huang, Li Shen, Paul M. Thompson, Carl-Fredrik Westin, Xavier Pennec, Sarang Joshi, Mads Nielsen, Tom Fletcher, Stanley Durrleman, and Stefan Sommer. Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, volume 11846 of Lecture Notes in Computer Science (LNCS). Springer, October 2019. Keyword(s): Approximation methods, Artificial intelligence, Biomedical imaging, Statistical models, Principal component analysis, Neural networks, Machine learning, Imaging genetics, Image segmentation, Image registration, Image reconstruction, Image processing, Image fusion, Statistics of surfaces, Computational anatomy. [bibtex-entry]

1. Math in the Black Forest: Workshop on New Directions in Shape Analysis, November 2018. Published by the authors. Note: 27 pages, 4 figures. [bibtex-entry]

1. Jorge M. Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec, Dalca Adrian V., Sarah Parisot, Sarang Joshi, Nematollah K. Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert Sabuncu, Fletcher Tom, Li Shen, Stanley Durrleman, and Stefan Sommer. Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, volume 10551 of Lecture Notes in Computer Science. September 2017. Keyword(s): Data mining, Face recognition, Feature selection, Geometry, Image analysis, Image processing, Image reconstruction, Learning systems, Medical images, Medical imaging, Neural networks, Pattern recognition, Signal processing, Computer vision, Cluster analysis, Clustering algorithms, Artificial intelligence, Bayesian networks, Classification. [bibtex-entry]



2. Mihaela Pop, Maxime Sermesant, Pierre-Marc Jodoin, Alain Lalande, Xiahai Zhuang, Guang Yang, Alistair Young, and Olivier Bernard, editors. Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, France, 2017. Springer. [bibtex-entry]

1. Nicholas Ayache. Des images médicales au patient numérique, Leçons inaugurales du Collège de France. Collège de France / Fayard, March 2015. [bibtex-entry]



2. Nikos Paragios, Jim Duncan, and Nicholas Ayache. Handbook of Biomedical Imaging: Methodologies and Clinical Research. Springer, 2015. [bibtex-entry]



3. Oscar Camara, Tommaso Mansi, Mihaela Pop, Kawal Rhode, Maxime Sermesant, and Alistair Young, editors. Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, volume 8896 of Lecture Notes in Computer Science, Boston, United States, 2015. Springer. [bibtex-entry]



4. Stanley Durrleman, Thomas P. Fletcher, Guido Gerig, Marc Niethammer, and Xavier Pennec, editors. Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, volume 8682 of Lecture notes in computer science, Cambridge, United States, January 2015. Springer International Publishing. [bibtex-entry]



5. Pennec, Xavier, Joshi, Sarang, Nielsen, Mads, Fletcher, Thomas P., Durrleman, Stanley, Sommer, and Stefan, editors. Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015), Munich, Germany, August 2015. [bibtex-entry]

1. Bjoern H. Menze, Georg Langs, Le Lu, Albert Montillo, Zhuowen Tu, and Antonio Criminisi. Medical Computer Vision: Recognition techniques and applications in medical imaging. Proceedings of the MICCAI 2012 Workshop on Medical Computer Vision (MCV 2012), volume 7766 of Lecture Notes in Computer Science. Springer, February 2013. [bibtex-entry]



2. Xavier Pennec, Sarang Joshi, Mads Nielsen, Thomas P. Fletcher, Stanley Durrleman, and Stefan Sommer. Proceedings of the Fourth International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Biological Shape Variability Modeling (MFCA 2013), Nagoya, Japan. Inria, August 2013. [bibtex-entry]



3. Bjoern Menze, Mauricio Reyes, Andras Jakab, Elisabeth Gerstner, Justin Kirby, and Keyvan Farahani, editors. Proceedings of the MICCAI Challenge on Multimodal Brain Tumor Image Segmentation (BRATS) 2013, Nagoya, Japan, September 2013. MICCAI. [bibtex-entry]

1. Xavier Pennec, Sarang Joshi, and Mads Nielsen, editors. Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Modelling Biological Shape Variability, Toronto, Canada, September 2011. [bibtex-entry]

1. Oscar Camara, M. Pop, Kawal Rhode, Maxime Sermesant, Nic Smith, and Alistair A. Young, editors. Statistical Atlases and Computational Models of the Heart, First International Workshop, STACOM 2010, and Cardiac Electrophysiological Simulation Challenge, CESC 2010, volume 6364 of LNCS, 2010. Springer. Note: Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. ISBN: 978-3-642-15834-6. [bibtex-entry]



2. Bjoern H. Menze, Georg Langs, Zhuowen Tu, and Antonio Criminisi, editors. Medical Computer Vision: Recognition techniques and applications in medical imaging -- MICCAI-MCV 2010, volume 6533 of LNCS, Beijing, China, December 2010. Springer. [bibtex-entry]

1. Nicholas Ayache, Hervé Delingette, and Maxime Sermesant, editors. Functional Imaging and Modeling of the Heart - FIMH 2009, volume 5528 of LNCS, Nice, France, June 2009. Springer. Note: 537 pages. [bibtex-entry]

1. Xavier Pennec and Sarang Joshi, editors. Proceedings of the Second International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Modelling Biological Shape Variability, New York, USA, September 2008. [bibtex-entry]

1. Nicholas Ayache, Sébastien Ourselin, and Anthony Maeder, editors. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007 - Part I, volume 4791 of LNCS, Brisbane, Australia, October 2007. Springer. Note: 1001 pages. [bibtex-entry]



2. Nicholas Ayache, Sébastien Ourselin, and Anthony Maeder, editors. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007 - Part II, volume 4792 of LNCS, Brisbane, Australia, October 2007. Springer. Note: 977 pages. [bibtex-entry]

1. Hervé Delingette and Alejandro Frangi, editors. Proceedings of the MICCAI Workshop - From Statistical Atlases to Personalized Models: Understanding Complex Diseases in Populations and Individuals, 2006. [bibtex-entry]



2. Xavier Pennec and Sarang Joshi, editors. Proceedings of the First International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Modelling Biological Shape Variability, Copenhagen, Denmark, October 2006. [bibtex-entry]

1. N. Ayache, editor. Computational Models for the Human Body, Handbook of Numerical Analysis (Ph. Ciarlet series editor). Elsevier, 2004. Note: 670 pages. [bibtex-entry]

1. N. Ayache and H. Delingette, editors. Proceedings of the International Symposium on Surgery Simulation and Soft Tissue Modeling, volume 2673 of Lecture Notes in Computer Science, Juan-les-Pins, France, June 2003. Springer. [bibtex-entry]

1. B. Marfart, H. Delingette, and G. Subsol, editors. Three Dimensional Imaging in PaleoAnthropology and Prehistoric Archeology, Liege, Belgium, 2002. BAR International Series 1049. [bibtex-entry]

1. M.G. Linguraru and I. Moisil. Stiinta Sistemelor si a Calculatoarelor. Consoft, 2001. [bibtex-entry]

1. J.L. Dugelay and G. Subsol, editors. Traitement du Signal - numéro spécial Réalité Virtuelle, volume 16(1), 1999. [bibtex-entry]



2. G. Subsol, editor. International Scientific Workshop on Virtual Reality and Prototyping, Laval (France), June 1999. Note: Version électronique : https://www-sop.inria.fr/epidaure/GT-RV/JT-GT-RV7. [bibtex-entry]

1. E. Cuchet and G. Subsol, editors. Model-Based 3D Image Analysis, IIT, Mumbai (Inde), 1998. IEEE Computer Society. [bibtex-entry]



2. J. L. Dugelay, G. Eude, and G. Subsol, editors. 6èmes Journées de Travail du GT Réalité Virtuelle, Issy-les-Moulineaux (France), 1998. [bibtex-entry]

1. O. Balet, R. Caubet, J.-P. Jessel, and G. Subsol, editors. Journées Nationales Réalité Virtuelle. IRIT, Toulouse (France), October 1996. [bibtex-entry]

1. N. Ayache, editor. First international conference on computer vision, virtual reality and robotics in medicine, CVRMed'95, volume 905 of Lecture Notes in Computer Science, Nice, France, April 1995. Springer. [bibtex-entry]

1. O. Monga and R. Horaud. Vision par ordinateur, outils fondamentaux. Editions Hermes (Traité des Nouvelles Technologies, série Informatique), Août 1993. [bibtex-entry]

1. J. Lévy Véhel. Etat de l'Art en Géométrie Fractale. SGDN, 1992. [bibtex-entry]

1. N. Ayache. Artificial Vision for Mobile robots - Stereo-vision and Multisensor Perception. MIT-Press, 1991. Note: 342 pages. [bibtex-entry]

1. Nicholas Ayache. Vision Stéréoscopique et Perception Multisensorielle: Application à la robotique mobile. Inter-Editions (MASSON), 1989. Note: 314 pages, in French. [bibtex-entry]

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