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Ricardo José Ferrari

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Universidade Federal de São Carlos (UFSCAR). Centro de Ciências Exatas e de Tecnologia (CCET)  (Institutional affiliation for the last research proposal)
Birthplace: Brazil

Dr. Ferrari is an Associate professor in the Department of Computing (DC) at the Federal University of São Carlos (UFSCar). He holds BSc. (Dec/1995), MSc (Mar/1998) and Ph.D. (Mar/2002) degrees in Electrical Engineering from the University of São Paulo (USP - São Carlos) with specialization in Medical Image Processing. In the period from Feb/1999 to Feb/2000, he worked on the experimental part of his Ph.D. thesis at the University of Calgary, Canada. Dr. Ferrari has also conducted two postdoctoral degrees: the first one at the Seaman Family MR Research Center (Calgary-Canada, 2003) and the second at Sunnybrook Hospital (Toronto-Canada, 2007). Previously to join the UFSCar, he worked as a research engineer for several years in Canada. His researches are in the areas of multidimensional signal processing, statistical modeling, machine learning, computer vision, and pattern recognition. Applications include systems to aid early diagnosis of degenerative brain diseases and dynamic analysis of cells in intravital microscopy images. (Source: Lattes Curriculum)

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Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (8)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Data from Web of Science

FERRARI, RICARDO J.; VILLA PINTO, CARLOS H.; GREGORIO DA SILVA, BRUNO C.; BERNARDES, DANIELLE; CARVALHO-TAVARES, JULIANA. Automatic detection of motion blur in intravital video microscopy image sequences via directional statistics of log-Gabor energy maps. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, v. 53, n. 2, p. 151-163, . Web of Science Citations: 4. (12/17772-3)

FREIRE, PAULO G. L.; FERRARI, RICARDO J.. Automatic iterative segmentation of multiple sclerosis lesions using Student's t mixture models and probabilistic anatomical atlases in FLAIR images. COMPUTERS IN BIOLOGY AND MEDICINE, v. 73, p. 10-23, . Web of Science Citations: 4. (12/03100-3, 14/00019-6)

POLONI, KATIA M.; DE OLIVEIRA, ITALO A. DUARTE; TAM, ROGER; FERRARI, RICARDO J.; INITI, ALZHEIMERS DIS NEUROIMAGING. Brain MR image classification for Alzheimer's disease diagnosis using structural hippocampal asymmetrical attributes from directional 3-D log-Gabor filter responses. Neurocomputing, v. 419, p. 126-135, . Web of Science Citations: 1. (18/08826-9, 18/09972-9, 18/06049-5)

GREGORIO DA SILVA, BRUNO C.; CARVALHO-TAVARES, JULIANA; FERRARI, RICARDO J.. Detecting and tracking leukocytes in intravital video microscopy using a Hessian-based spatiotemporal approach. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, v. 30, n. 2, p. 815-839, . Web of Science Citations: 0. (15/02232-1, 13/26171-6)

VILLA PINTO, CARLOS H.; FERRARI, RICARDO JOSE. Initialization of deformable models in 3D magnetic resonance images guided by automatically detected phase congruency point landmarks. PATTERN RECOGNITION LETTERS, v. 79, p. 1-7, . Web of Science Citations: 2. (14/11988-0, 15/02232-1)

FREIRE, PAULO G. L.; FERRARI, RICARDO J.. Multiple sclerosis lesion enhancement and white matter region estimation using hyperintensities in FLAIR images. Biomedical Signal Processing and Control, v. 49, p. 338-348, . Web of Science Citations: 0. (16/15661-0)

FERRARI, RICARDO J.. Off-line determination of the optimal number of iterations of the robust anisotropic diffusion filter applied to denoising of brain MR images. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, v. 51, n. 1-2, p. 71-88, . Web of Science Citations: 10. (12/03100-3, 08/09050-2)

SOUZA, BRENO DA SILVEIRA; POLONI, KATIA M.; FERRARI, RICARDO J.. Detector of 3-D salient points based on the dual-tree complex wavelet transform for the positioning of hippocampi meshes in magnetic resonance images. JOURNAL OF NEUROSCIENCE METHODS, v. 341, . Web of Science Citations: 0. (18/06049-5, 18/08826-9, 17/24391-0)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

FERRARI, Ricardo José. Detecção computacional de assimetrias entre mamogramas. Tese (Doutorado) -  Escola de Engenharia de São Carlos.  Universidade de São Paulo (USP).  São Carlos.  (98/10258-3

FERRARI, Ricardo José. Classificação de lesões de mama contendo microcalcificações associadas. Dissertação (Mestrado) -  Escola de Engenharia de São Carlos.  Universidade de São Paulo (USP).  São Carlos.  (95/09723-5

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