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Dr. Fabian Torres
at Univ Nacional Autonoma de Mexico
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Author
Publications (5)
Proceedings Article | 3 November 2020 Paper
2D PCA for automatic segmentation of the prostate in ultrasound images
Proceedings Volume 11583, 115830E (2020) https://doi.org/10.1117/12.2576149
KEYWORDS: Image segmentation, Prostate, Principal component analysis, Ultrasonography, Statistical modeling, Optimization (mathematics), Mahalanobis distance
Proceedings Article | 21 December 2018 Paper
Characterization of uterine-cervix phantoms' elasticity using texture features extracted from US images
Mónica Orozco Flores, Jorge Perez-Gonzalez, Fabián Torres Robles, Crescencio García Segundo, Scarlet Prieto Rodríguez, Lisbeth Camargo Marín, Mario Guzmán Huerta, Verónica Medina-Bañuelos
Proceedings Volume 10975, 1097511 (2018) https://doi.org/10.1117/12.2506696
KEYWORDS: Ultrasonography, Tissues, Statistical analysis, Feature extraction, Cervix, Computer programming, Image analysis, Data modeling, Calibration, Image acquisition
Proceedings Article | 21 December 2018 Paper
Classification of abdominal ECG recordings for the identification of fetal risk using random forest and optimal feature selection
Fabian Torres, Boris Escalante-Ramírez, Jorge Perez-Gonzales, Román Anselmo Mora-Gutierrrez, Antonin Ponsich, Scarlet Prieto Rodriguez, Lisbeth Camargo Marin, Mario Guzmán Huerta
Proceedings Volume 10975, 109750B (2018) https://doi.org/10.1117/12.2511562
KEYWORDS: Fetus, Feature selection, Electrocardiography, Genetic algorithms, Machine learning
Proceedings Article | 19 November 2013 Paper
Preliminary results in large bone segmentation from 3D freehand ultrasound
Proceedings Volume 8922, 89220F (2013) https://doi.org/10.1117/12.2041809
KEYWORDS: Bone, Image segmentation, Ultrasonography, Image registration, Natural surfaces, Imaging systems, Surgery, Calibration, Image processing, 3D image processing
Proceedings Article | 19 November 2013 Paper
3D freehand ultrasound for medical assistance in diagnosis and treatment of breast cancer: preliminary results
Proceedings Volume 8922, 89220K (2013) https://doi.org/10.1117/12.2041806
KEYWORDS: Ultrasonography, Tumors, Image segmentation, 3D image processing, Calibration, Breast cancer, Tissues, Breast, Neodymium, Visualization
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