Three-dimensional H-1 MR spectroscopic imaging of the in situ human prostate with high (0.24-0.7-cm3) spatial resolution., Radiology, vol.198, issue.3, pp.795-805, 1996. ,
DOI : 10.1148/radiology.198.3.8628874
Three-dimensional Proton MR Spectroscopy of Human Prostate at 3 T without Endorectal Coil: Feasibility, Radiology, vol.245, issue.2, pp.507-523, 2007. ,
DOI : 10.1148/radiol.2451061444
Relationship between human prostate cancer adc measurements and 3d-mrsi at 3t without endorectal coils, ESMRMB annual congress, 2008. ,
H MR Spectroscopy, RadioGraphics, vol.24, issue.suppl_1, pp.167-80, 2004. ,
DOI : 10.1148/24si045516
A Hierarchical Unsupervised Spectral Clustering Scheme for Detection of Prostate Cancer from Magnetic Resonance Spectroscopy (MRS), Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv 10 (Pt 2), pp.278-86, 2007. ,
DOI : 10.1007/978-3-540-75759-7_34
A hierarchical spectral clustering and nonlinear dimensionality reduction scheme for detection of prostate cancer from magnetic resonance spectroscopy (MRS), Medical Physics, vol.233, issue.8, pp.3927-3939, 2009. ,
DOI : 10.1148/radiol.2333030672
A pattern recognition model for automatic classification of 1h mrsi voxels in the prostate, 2009. ,
Automated estimation of tumor probability in prostate magnetic resonance spectroscopic imaging: Pattern recognition vs quantification, Magnetic Resonance in Medicine, vol.32, issue.1, pp.150-159, 2007. ,
DOI : 10.1002/mrm.21112
Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network, European Symposium on Artificial Neural Networks - ESANN'2005, 2005. ,
Prostate Depiction at Endorectal MR Spectroscopic Imaging: Investigation of a Standardized Evaluation System, Prostate depiction at endorectal mr spectroscopic imaging: Investigation of a standardized evaluation system, pp.701-708, 2004. ,
DOI : 10.1148/radiol.2333030672
Classification of brain tumours using short echo time 1H MR spectra, Journal of Magnetic Resonance, vol.170, issue.1, pp.164-175, 2004. ,
DOI : 10.1016/j.jmr.2004.06.010
Brain tumor classification based on long echo proton MRS signals, Artificial Intelligence in Medicine, vol.31, issue.1, pp.73-89, 2004. ,
DOI : 10.1016/j.artmed.2004.01.001
Plant leaf roughness analysis by texture classification with generalized fourier descriptors in a dimensionality reduction context, Precision Agriculture, pp.1-16, 2010. ,
Automated Quantification of Human Brain Metabolites by Artificial Neural Network Analysis fromin VivoSingle-Voxel1H NMR Spectra, Journal of Magnetic Resonance, vol.134, issue.1, pp.176-179, 1998. ,
DOI : 10.1006/jmre.1998.1477
Applications of neural network analyses to in vivo 1H magnetic resonance spectroscopy of epilepsy patients, Epilepsy Research, vol.35, issue.3, pp.245-252, 1999. ,
DOI : 10.1016/S0920-1211(99)00019-4
Dualband spectral-spatial RF pulses for prostate MR spectroscopic imaging, Magnetic Resonance in Medicine, vol.43, issue.6, pp.1079-1087, 2001. ,
DOI : 10.1002/mrm.1302
Detection of prostate cancer with mr spectroscopic imaging: an expanded paradigm incorporating polyamines, Radiology, vol.245, issue.2, pp.499-506, 2007. ,
An efficient algorithm for automatic phase correction of NMR spectra based on entropy minimization, Journal of Magnetic Resonance, vol.158, issue.1-2, pp.164-168, 2002. ,
DOI : 10.1016/S1090-7807(02)00069-1
Background estimation in experimental spectra, Physical Review E, vol.61, issue.2, p.1152, 2000. ,
DOI : 10.1103/PhysRevE.61.1152
Automated Method for Subtraction of Fluorescence from Biological Raman Spectra, Applied Spectroscopy, vol.57, issue.11, pp.1363-1370, 2003. ,
DOI : 10.1366/000370203322554518
Baseline spectrum estimation using halfquadratic minimization, 2004. ,
Wavelet analysis applied to removing nonconstant , varying spectroscopic background in multivariate calibration, pp.journal of chemo- metrics, 2002. ,
Estimation of metabolite concentrations from localizedin vivo proton NMR spectra, Magnetic Resonance in Medicine, vol.10, issue.6, pp.672-681, 1993. ,
DOI : 10.1002/mrm.1910300604
Tumor Volume and Metabolism of Prostate Cancer Determined by Proton Magnetic Resonance Spectroscopic Imaging at 3T Without Endorectal Coil Reveal Potential Clinical Implications in the Context of Radiation Oncology, International Journal of Radiation Oncology*Biology*Physics, vol.80, issue.4 ,
DOI : 10.1016/j.ijrobp.2010.03.007
The Nature of Statistical Learning Theory, springerverlag Edition, 1995. ,
LIBSVM, ACM Transactions on Intelligent Systems and Technology, vol.2, issue.3, 2001. ,
DOI : 10.1145/1961189.1961199
Principles of Neurodynamics : perceptrons and the theory of brain mechanisms, 1962. ,
Classification of magnetic resonance brain images using wavelets as input to support vector machine and neural network, Biomedical Signal Processing and Control, vol.1, issue.1, pp.86-92, 2006. ,
DOI : 10.1016/j.bspc.2006.05.002
An FPGA-based accelerator for Fourier Descriptors computing for color object recognition using SVM, Journal of Real-Time Image Processing, vol.12, issue.5, pp.249-258, 2007. ,
DOI : 10.1007/s11554-007-0065-6
URL : https://hal.archives-ouvertes.fr/hal-00647565