Ricardo José Ferrari

45 papers B 6Journal 24Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Multi-Region Framework for Alzheimer's Disease Classification Based on Displacement Vector Field Statistics and Jacobian Determinants. CBMS Leandro Prado de Andrade, Mario Augusto de Souza Lizier, Ricardo José Ferrari
2025	J	`jnl`	Brain Age Estimation: A Multi-Region Approach Using Groupwise Registration and 3D Shape Contexts Derived From Displacement Vector Fields. IEEE Access Leandro Prado de Andrade, Marco Antonio Bernardi Grivol, Mario Augusto de Souza Lizier, Roger C. Tam, Ricardo José Ferrari
2025	B	`conf`	Parietal Atrophy Analysis in Alzheimer's Disease: Automation via MRI Features and Clustering Methods. CBMS Yasmin Victoria Oliveira, Ricardo José Ferrari
2024	J	`jnl`	Editorial: Deep learning and neuroimage processing in understanding neurological diseases. Frontiers Comput. Neurosci. Joana Carvalho, Ali Abdollahzadeh, Ricardo José Ferrari
2023	J	`jnl`	Alzheimer's disease classification based on graph kernel SVMs constructed with 3D texture features extracted from MR images. Expert Syst. Appl. Lucas José Cruz de Mendonça, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
2022	J	`jnl`	A deep ensemble hippocampal CNN model for brain age estimation applied to Alzheimer's diagnosis. Expert Syst. Appl. Katia Maria Poloni, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
2022	J	`jnl`	Automated detection, selection and classification of hippocampal landmark points for the diagnosis of Alzheimer's disease. Comput. Methods Programs Biomed. Katia Maria Poloni, Ricardo José Ferrari
2021	—	`conf`	Assessment of Linear and Non-linear Feature Projections for the Classification of 3-D MR Images on Cognitively Normal, Mild Cognitive Impairment and Alzheimer's Disease. ICCSA (2) Marcelo R. Moura Araújo, Katia Maria Poloni, Ricardo José Ferrari
2021	—	`conf`	Automatic Extraction of the Midsagittal Surface from T1-Weighted MR Brain Images Using a Multiscale Filtering Approach. ICCSA (2) Fernando N. Frascá, Katia Maria Poloni, Ricardo José Ferrari
2021	J	`jnl`	Brain MR image classification for Alzheimer's disease diagnosis using structural hippocampal asymmetrical attributes from directional 3-D log-Gabor filter responses. Neurocomputing Katia Maria Poloni, Italo Antonio Duarte de Oliveira, Roger C. Tam, Ricardo José Ferrari, Alzheimer's Disease Neuroimaging Initiative
2021	J	`jnl`	Detecting cells in intravital video microscopy using a deep convolutional neural network. Comput. Biol. Medicine Bruno César Gregório da Silva, Roger C. Tam, Ricardo José Ferrari
2020	—	`conf`	Automatic Positioning of Hippocampus Deformable Mesh Models in Brain MR Images Using a Weighted 3D-SIFT Technique. ICCSA (2) Matheus Müller Korb, Ricardo José Ferrari
2020	—	`conf`	Classification of Active Multiple Sclerosis Lesions in MRI Without the Aid of Gadolinium-Based Contrast Using Textural and Enhanced Features from FLAIR Images. ICCSA (2) Paulo G. L. Freire, Marcos Hideki Idagawa, Enedina Maria Lobato de Oliveira, Nitamar Abdala, Henrique Carrete, Ricardo José Ferrari
2020	—	`conf`	Exploring Deep Convolutional Neural Networks as Feature Extractors for Cell Detection. ICCSA (2) Bruno César Gregório da Silva, Ricardo José Ferrari
2020	B	`conf`	Exploring Hippocampal Asymmetrical Features from Magnetic Resonance Images for the Classification of Alzheimer's Disease. CBMS Italo Antonio Duarte de Oliveira, Katia Maria Poloni, Ricardo José Ferrari
2019	J	`jnl`	Detecting and tracking leukocytes in intravital video microscopy using a Hessian-based spatiotemporal approach. Multidimens. Syst. Signal Process. Bruno César Gregório da Silva, Juliana Carvalho-Tavares, Ricardo José Ferrari
2019	J	`jnl`	Multiple sclerosis lesion enhancement and white matter region estimation using hyperintensities in FLAIR images. Biomed. Signal Process. Control. Paulo G. L. Freire, Ricardo José Ferrari
2018	—	`conf`	Automatic Segmentation and Quantification of Thigh Tissues in CT Images. ICCSA (1) Jonas de Carvalho Felinto, Katia Maria Poloni, Paulo Guilherme de Lima Freire, Jessica Bianca Aily, Aline Castilho de Almeida, Maria Gabriela Pedroso, Stela Márcia Mattiello, Ricardo José Ferrari
2018	—	`conf`	Construction and Application of a Probabilistic Atlas of 3D Landmark Points for Initialization of Hippocampus Mesh Models in Brain MR Images. ICCSA (1) Katia Maria Poloni, Carlos Henrique Villa Pinto, Breno da Silveira Souza, Ricardo José Ferrari
2018	—	`conf`	Detection and Classification of Hippocampal Structural Changes in MR Images as a Biomarker for Alzheimer's Disease. ICCSA (1) Katia Maria Poloni, Ricardo José Ferrari
2018	—	`conf`	Midsaggital Plane Detection in Magnetic Resonance Images Using Phase Congruency, Hessian Matrix and Symmetry Information: A Comparative Study. ICCSA (1) Paulo Guilherme de Lima Freire, Bruno César Gregório da Silva, Carlos Henrique Villa Pinto, Camilo Aparecido Ferri Moreira, Ricardo José Ferrari
2018	J	`jnl`	Multiple sclerosis lesion enhancement and white matter region estimation using hyperintensities in FLAIR images. CoRR Paulo Guilherme de Lima Freire, Ricardo José Ferrari
2016	J	`jnl`	Automatic iterative segmentation of multiple sclerosis lesions using Student's t mixture models and probabilistic anatomical atlases in FLAIR images. Comput. Biol. Medicine Paulo Guilherme de Lima Freire, Ricardo José Ferrari
2016	B	`conf`	Detection of the midsagittal plane in MR images using a sheetness measure from eigenanalysis of local 3D phase congruency responses. ICIP Ricardo José Ferrari, Carlos Henrique Villa Pinto, Camilo A. Ferri Moreira
2016	J	`jnl`	Detecção de leucócitos em imagens de vídeo de microscopia intravital usando a técnica de congruência de fase. RITA Kathiani Elisa de Souza, Bruno César Gregório da Silva, Juliana Carvalho-Tavares, Ricardo José Ferrari
2016	J	`jnl`	Initialization of deformable models in 3D magnetic resonance images guided by automatically detected phase congruency point landmarks. Pattern Recognit. Lett. Carlos Henrique Villa Pinto, Ricardo José Ferrari
2015	J	`jnl`	Automatic detection of motion blur in intravital video microscopy image sequences via directional statistics of log-Gabor energy maps. Medical Biol. Eng. Comput. Ricardo José Ferrari, Carlos Henrique Villa Pinto, Bruno César Gregório da Silva, Danielle Bernardes, Juliana Carvalho-Tavares
2015	J	`jnl`	Deconvolução Cega Aplicada à Correção de Artefatos de Movimento em Imagens de Vídeo de Microscopia Intravital para Detecção Automática de Leucócitos. RITA Carlos Henrique Villa Pinto, Bruno César Gregório da Silva, Paulo Guilherme de Lima Freire, Danielle Bernardes, Juliana Carvalho-Tavares, Ricardo José Ferrari
2015	—	`conf`	Detection of Leukocytes in Intravital Video Microscopy Based on the Analysis of Hessian Matrix Eigenvalues. SIBGRAPI Bruno César Gregório da Silva, Ricardo José Ferrari, Juliana Carvalho-Tavares
2014	J	`jnl`	Do multiple sclerosis lesions affect the outcome of magnetic resonance image registration? RITA Paulo Guilherme de Lima Freire, Ricardo José Ferrari
2013	J	`jnl`	Off-line determination of the optimal number of iterations of the robust anisotropic diffusion filter applied to denoising of brain MR images. Medical Biol. Eng. Comput. Ricardo José Ferrari
2011	J	`jnl`	Detection of point landmarks in 3D medical images via phase congruency model. J. Braz. Comput. Soc. Ricardo José Ferrari, Stéphane Allaire, Andrew Hope, John J. Kim, David A. Jaffray, Vladimir Pekar
2010	J	`jnl`	Modelo Estatístico para a Determinação do Número Ótimo de Iterações do Filtro de Difusão Anisotrópica Aplicado à Redução de Ruído de Imagens de Ressonância Magnética do Cérebro. RITA Yuri Saito, Ricardo José Ferrari, Jefferson Teixeira, Paulo M. Azevedo-Marques, André C. P. L. F. de Carvalho, Antonio Carlos dos Santos
2008	—	`conf`	Can Bilateral Asymmetry Analysis of Breast MR Images Provide Additional Information for Detection of Breast Diseases? SIBGRAPI Ricardo José Ferrari, Kimberley A. Hill, Donald B. Plewes, Anne L. Martel
2007	J	`jnl`	Analysis of bilateral asymmetry in mammograms using directional, morphological, and density features. J. Electronic Imaging Rangaraj M. Rangayyan, Ricardo José Ferrari, Annie France Frère
2007	J	`jnl`	Real-time detection of steam in video images. Pattern Recognit. Ricardo José Ferrari, Hong Zhang, C. Ronald Kube
2005	J	`jnl`	Digital Radiographic Image Denoising Via Wavelet-Based Hidden Markov Model Estimation. J. Digit. Imaging Ricardo José Ferrari, Robin Winsor
2004	J	`jnl`	Automatic identification of the pectoral muscle in mammograms. IEEE Trans. Medical Imaging Ricardo José Ferrari, Rangaraj M. Rangayyan, J. E. Leo Desautels, R. A. Borges, Annie France Frère
2003	B	`conf`	Segmentation of multiple sclerosis lesions using support vector machines. Image Processing Ricardo José Ferrari, Xingchang Wei, Yunyan Zhang, James N. Scott, Joseph Ross Mitchell
2003	—	`conf`	Texture Analysis of MR Images of Minocycline Treated MS Patients. MICCAI (1) Yunyan Zhang, Hongmei Zhu, Ricardo José Ferrari, Xingchang Wei, Michael Eliasziw, Luanne M. Metz, Joseph Ross Mitchell
2001	J	`jnl`	Analysis of Asymmetry in Mammograms via Directional Filtering with Gabor Wavelets. IEEE Trans. Medical Imaging Ricardo José Ferrari, Rangaraj M. Rangayyan, J. E. Leo Desautels, Annie France Frère
2000	B	`conf`	Comparative of shape and texture features in classifications of breast masses in digitized mammograms. Image Processing Sérgio Koodi Kinoshita, Paulo M. Azevedo-Marques, Annie France Frère, Heitor R. C. Marana, Ricardo José Ferrari, Roberto Rodrigues Pereira
2000	—	`conf`	Directional Analysis of Images with Gabor Wavelets. SIBGRAPI Rangaraj M. Rangayyan, Ricardo José Ferrari, J. E. Leo Desautels, Annie France Frère
1998	—	`conf`	Comparative Evaluation of Statistical Pattern Recognition Techniques for the Classification of Breast Lesions. Digital Mammography / IWDM Ricardo José Ferrari, Annie France Frère, P. M. A. Marques, S. K. Kinoshita, L. A. R. Spina, R. L. Villela
1998	—	`conf`	Detection and Characterization of Mammographic Masses by Artificial Neural Network. Digital Mammography / IWDM S. K. Kinoshita, P. M. A. Marques, A. F. F. Slaets, Heitor R. C. Marana, Ricardo José Ferrari