A. Gupta and M. Gupta, Synthesis and surface engineering of iron oxide nanoparticles for biomedical applications, Biomaterials, vol.26, issue.18, pp.3995-4021, 2005.
DOI : 10.1016/j.biomaterials.2004.10.012

J. Klostergaard and C. Seeney, Magnetic nanovectors for drug delivery, Nanomedicine, vol.2012, issue.8 1, pp.37-50

Q. Song and Z. Zhang, Correlation between Spin???Orbital Coupling and the Superparamagnetic Properties in Magnetite and Cobalt Ferrite Spinel Nanocrystals, The Journal of Physical Chemistry B, vol.110, issue.23, pp.11205-11209, 2006.
DOI : 10.1021/jp060577o

G. Baldi, D. Bonacchi, M. Franchini, D. Gentili, G. Lorenzi et al., Synthesis and Coating of Cobalt Ferrite Nanoparticles:?? A First Step toward the Obtainment of New Magnetic Nanocarriers, Langmuir, vol.23, issue.7, pp.4026-4028, 2007.
DOI : 10.1021/la063255k

R. Colognato, A. Bonelli, D. Bonacchi, G. Baldi, and L. Migliore, Analysis of cobalt ferrite nanoparticles induced genotoxicity on human peripheral lymphocytes: comparison of size and organic grafting-dependent effects, Nanotoxicology, vol.9, issue.4, pp.301-308, 2007.
DOI : 10.1016/0165-1218(95)90007-1

J. Kim, T. Yoon, K. Yu, B. Kim, S. Park et al., Toxicity and Tissue Distribution of Magnetic Nanoparticles in Mice, Toxicological Sciences, vol.89, issue.1, pp.338-347, 2006.
DOI : 10.1093/toxsci/kfj027

D. Guglielmo, C. Lopez, D. , D. Lapuente, J. Mallafre et al., Embryotoxicity of cobalt ferrite and gold nanoparticles: A first in vitro approach, Reproductive Toxicology, vol.30, issue.2, pp.271-276, 2010.
DOI : 10.1016/j.reprotox.2010.05.001

D. Fourches, D. Pu, C. Tassa, R. Weissleder, S. Shaw et al., Quantitative Nanostructure???Activity Relationship Modeling, ACS Nano, vol.4, issue.10, pp.5703-5712, 2010.
DOI : 10.1021/nn1013484
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2997621

R. Liu, R. Rallo, S. George, J. Z. Nair, S. Nel et al., Classification NanoSAR Development for Cytotoxicity of Metal Oxide Nanoparticles, Small, vol.17, issue.4, pp.1118-1126, 2011.
DOI : 10.1002/smll.201002366

T. Puzyn, B. Rasulev, A. Gajewicz, X. Hu, T. Dasari et al., Using nano-QSAR to predict the cytotoxicity of metal oxide nanoparticles, Nature Nanotechnology, vol.48, issue.3, pp.175-178, 2011.
DOI : 10.1038/nnano.2011.10

M. Dekker, Chapter 1-A brief introduction to predictive toxicology, Predictive Toxicology, pp.1-10

A. Richard, Future of ToxicologyPredictive Toxicology:?? An Expanded View of ???Chemical Toxicity???, Chemical Research in Toxicology, vol.19, issue.10, pp.1257-1262, 2006.
DOI : 10.1021/tx060116u

O. Maimon and L. Rokach, Chapter 1 -Introduction to Knowledge Discovery in Databases In The Data Mining and Knowledge Discovery Handbook, pp.1-13, 2005.

L. Horev-azaria, C. Kirkpatrick, R. Korenstein, P. Marche, O. Maimon et al., Predictive Toxicology of Cobalt Nanoparticles and Ions: Comparative In Vitro Study of Different Cellular Models Using Methods of Knowledge Discovery from Data, Toxicological Sciences, vol.122, issue.2, pp.489-501, 2011.
DOI : 10.1093/toxsci/kfr124

A. Zvyagin, X. Zhao, A. Gierden, W. Sanchez, J. Ross et al., Imaging of zinc oxide nanoparticle penetration in human skin in vitro and in vivo, Journal of Biomedical Optics, vol.13, issue.6, p.64031, 2008.
DOI : 10.1117/1.3041492

I. Cremer, M. Dieu-nosjean, S. Marechal, C. Dezutter-dambuyant, S. Goddard et al., Long-lived immature dendritic cells mediated by TRANCE-RANK interaction, Blood, vol.100, issue.10, pp.1003646-3655, 2002.
DOI : 10.1182/blood-2002-01-0312

A. Rivollier, L. Perrin-cocon, S. Luche, H. Diemer, J. Strub et al., High Expression of Antioxidant Proteins in Dendritic Cells: Possible Implications in Atherosclerosis, Molecular & Cellular Proteomics, vol.5, issue.4, pp.726-736, 2006.
DOI : 10.1074/mcp.M500262-MCP200
URL : https://hal.archives-ouvertes.fr/hal-00115847

F. Xia, S. Amundson, J. Nickoloff, and H. Liber, Different capacities for recombination in closely related human lymphoblastoid cell lines with different mutational responses to X-irradiation., Molecular and Cellular Biology, vol.14, issue.9, pp.5850-5857, 1994.
DOI : 10.1128/MCB.14.9.5850

C. Li, T. Wright, M. Dong, Y. Dommels, L. Trudel et al., Biological role of glutathione in nitric oxide-induced toxicity in cell culture and animal models, Free Radical Biology and Medicine, vol.39, issue.11, pp.391489-1498, 2005.
DOI : 10.1016/j.freeradbiomed.2005.07.011

H. Patra, S. Banerjee, U. Chaudhuri, P. Lahiri, and A. Dasgupta, Cell selective response to gold nanoparticles, Nanomedicine: Nanotechnology, Biology and Medicine, vol.3, issue.2, pp.111-119, 2007.
DOI : 10.1016/j.nano.2007.03.005

A. Nel, T. Xia, L. Madler, and N. Li, Toxic Potential of Materials at the Nanolevel, Science, vol.311, issue.5761, pp.311622-627, 2006.
DOI : 10.1126/science.1114397

V. Shubayev, T. Pisanic, and J. S. , Magnetic nanoparticles for theragnostics, Advanced Drug Delivery Reviews, vol.61, issue.6, pp.467-477, 2009.
DOI : 10.1016/j.addr.2009.03.007

P. Moller, N. Jacobsen, J. Folkmann, P. Danielsen, L. Mikkelsen et al., Role of oxidative damage in toxicity of particulates, Free Radical Research, vol.612, issue.5, pp.1-46, 2010.
DOI : 10.1080/15287390701601251

G. Baldi, D. Bonacchi, C. Innocenti, G. Lorenzi, and C. Sangregorio, Cobalt ferrite nanoparticles: The control of the particle size and surface state and their effects on magnetic properties, Journal of Magnetism and Magnetic Materials, vol.311, issue.1, p.31110, 2007.
DOI : 10.1016/j.jmmm.2006.11.157

J. Ponti, R. Colognato, F. Franchini, S. Gioria, F. Simonelli et al., A quantitative in vitro approach to study the intracellular fate of gold nanoparticles: from synthesis to cytotoxicity, Nanotoxicology, vol.3, issue.4, pp.296-306, 2009.
DOI : 10.1080/17435390903056384

R. Berthier, C. Martinon-ego, A. Laharie, and P. Marche, A two-step culture method starting with early growth factors permits enhanced production of functional dendritic cells from murine splenocytes, Journal of Immunological Methods, vol.239, issue.1-2, pp.95-107, 2000.
DOI : 10.1016/S0022-1759(00)00186-1

M. Faure, C. Villiers, and P. Marche, Normal differentiation and functions of mouse dendritic cells derived from RAG-deficient bone marrow progenitors, Cellular Immunology, vol.228, issue.1, pp.8-14, 2004.
DOI : 10.1016/j.cellimm.2004.04.002

F. Denizot and R. Lang, Rapid colorimetric assay for cell growth and survival, Journal of Immunological Methods, vol.89, issue.2, pp.271-277, 1986.
DOI : 10.1016/0022-1759(86)90368-6

E. Borenfreund and J. Puerner, Toxicity determined in vitro by morphological alterations and neutral red absorption, Toxicology Letters, vol.24, issue.2-3, pp.2-3119, 1985.
DOI : 10.1016/0378-4274(85)90046-3

O. 'brien, J. Wilson, I. Orton, T. Pognan, and F. , Investigation of the Alamar Blue (resazurin) fluorescent dye for the assessment of mammalian cell cytotoxicity, European Journal of Biochemistry, vol.107, issue.17, pp.5421-5426, 2000.
DOI : 10.1046/j.1432-1327.2000.01606.x

I. Witten and . Fe, Data mining, ACM SIGMOD Record, vol.31, issue.1, pp.83-142, 2005.
DOI : 10.1145/507338.507355

R. Quinlan, Chapter 2 -Constructing Decision Trees, C4.5: Programs for Machine Learning, pp.17-25, 1993.