Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization
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Paulo J. G. Lisboa | Margarida Julià-Sapé | Carles Arús | Alfredo Vellido | Sandra Ortega-Martorell | Rui V. Simões | P. Lisboa | S. Ortega-Martorell | A. Vellido | M. Julià-Sapé | C. Arús | R. Simoes
[1] Erkki Oja,et al. Independent component analysis: algorithms and applications , 2000, Neural Networks.
[2] D K Pearl,et al. Improving diagnostic accuracy and interobserver concordance in the classification and grading of primary gliomas , 1997, Cancer.
[3] Sylvie Grand,et al. A new approach for analyzing proton magnetic resonance spectroscopic images of brain tumors: nosologic images , 2000, Nature Medicine.
[4] Franklyn A Howe,et al. 1H MR spectroscopy of brain tumours and masses , 2003, NMR in biomedicine.
[5] Sabine Van Huffel,et al. Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy , 2008, Magnetic Resonance Materials in Physics, Biology and Medicine.
[6] P R Luyten,et al. Detection of metabolic heterogeneity of human intracranial tumors in vivo by 1h nmr spectroscopic imaging , 1990, Magnetic resonance in medicine.
[7] M Ala-Korpela,et al. Automated classification of human brain tumours by neural network analysis using in vivo 1H magnetic resonance spectroscopic metabolite phenotypes. , 1996, Neuroreport.
[8] Paul Sajda,et al. Automated tissue segmentation and blind recovery of 1H MRS imaging spectral patterns of normal and diseased human brain , 2008, NMR in biomedicine.
[9] S Van Huffel,et al. Fast nosologic imaging of the brain. , 2007, Journal of magnetic resonance.
[10] C. Arús,et al. 1H‐MRSI pattern perturbation in a mouse glioma: the effects of acute hyperglycemia and moderate hypothermia , 2010, NMR in biomedicine.
[11] P. Paatero,et al. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values† , 1994 .
[12] D. Louis Collins,et al. Accurate, noninvasive diagnosis of human brain tumors by using proton magnetic resonance spectroscopy , 1996, Nature Medicine.
[13] P. Kleihues,et al. The monoclonal antibody Ki-67 as a marker for proliferating cells in stereotactic biopsies of brain tumours , 2005, Acta Neurochirurgica.
[14] Sabine Van Huffel,et al. Nosologic imaging of the brain: segmentation and classification using MRI and MRSI , 2009, NMR in biomedicine.
[15] Christian Jutten,et al. Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture , 1991, Signal Process..
[16] Richard G Grundy,et al. Histopathological grading of pediatric ependymoma: reproducibility and clinical relevance in European trial cohorts , 2011, Journal of Negative Results in BioMedicine.
[17] W. El-Deredy,et al. Pattern recognition approaches in biomedical and clinical magnetic resonance spectroscopy: a review , 1997, NMR in biomedicine.
[18] Babak Hassibi,et al. Second Order Derivatives for Network Pruning: Optimal Brain Surgeon , 1992, NIPS.
[19] J. Kros. Grading of Gliomas: The Road From Eminence to Evidence , 2011, Journal of neuropathology and experimental neurology.
[20] Aapo Hyvärinen,et al. Fast and robust fixed-point algorithms for independent component analysis , 1999, IEEE Trans. Neural Networks.
[21] B. Scheithauer,et al. The 2007 WHO classification of tumours of the central nervous system , 2007, Acta Neuropathologica.
[22] W. Negendank,et al. Studies of human tumors by MRS: A review , 1992, NMR in biomedicine.
[23] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[24] J. Suykens,et al. Classification of brain tumours using short echo time 1H MR spectra. , 2004, Journal of magnetic resonance.
[25] Bettina Kulle,et al. Proton magnetic resonance spectroscopy in the distinction of high-grade cerebral gliomas from single metastatic brain tumors , 2010, Acta radiologica.
[26] Sarah J Nelson,et al. Assessment of therapeutic response and treatment planning for brain tumors using metabolic and physiological MRI , 2011, NMR in biomedicine.
[27] Lutgarde M. C. Buydens,et al. Application of independent component analysis to 1H MR spectroscopic imaging exams of brain tumours , 2005 .
[28] J. Cardoso,et al. Blind beamforming for non-gaussian signals , 1993 .
[29] Chih-Jen Lin,et al. Projected Gradient Methods for Nonnegative Matrix Factorization , 2007, Neural Computation.
[30] Paulo J. G. Lisboa,et al. Spectral decomposition methods for the analysis of MRS information from human brain tumors , 2011, The 2011 International Joint Conference on Neural Networks.
[31] Chris H. Q. Ding,et al. Convex and Semi-Nonnegative Matrix Factorizations , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[32] Yuzhuo Su,et al. Spectrum separation resolves partial‐volume effect of MRSI as demonstrated on brain tumor scans , 2008, NMR in biomedicine.
[33] Radford M. Neal. Pattern Recognition and Machine Learning , 2007, Technometrics.