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Prof. Juan Manuel Górriz Sáez
at Univ of Granada
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Publications (3)
Proceedings Article | 14 May 2018 Paper
Machine learning for accurate differentiation of benign and malignant breast tumors presenting as non-mass enhancement
Proceedings Volume 10669, 106690W (2018) https://doi.org/10.1117/12.2304588
KEYWORDS: Machine learning, Tumors, Data analysis, Breast, Spatial resolution, Magnetic resonance imaging, Breast cancer, Computer aided diagnosis and therapy
Proceedings Article | 3 March 2017 Paper
Case-based statistical learning applied to SPECT image classification
Juan M. Górriz, Javier Ramírez, I. A. Illán, Francisco Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, A. Ortiz
Proceedings Volume 10134, 101342D (2017) https://doi.org/10.1117/12.2253853
KEYWORDS: Feature selection, Image classification, Single photon emission computed tomography, Signal detection, Performance modeling, Statistical modeling, Statistical analysis, Error analysis, Matrices, Databases
Proceedings Article | 3 March 2017 Paper
Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism
Fermín Segovia, Diego Salas-Gonzalez, Juan Górriz, Javier Ramírez, Francisco Martínez-Murcia
Proceedings Volume 10134, 101342B (2017) https://doi.org/10.1117/12.2250281
KEYWORDS: Positron emission tomography, Neuroimaging, Data modeling, Computing systems, Machine learning, Parkinson's disease, Computer aided diagnosis and therapy, Brain, Image segmentation, Data acquisition, Classification systems, Magnetic resonance imaging
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