2018

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• NEW CHAPTER L. Azzari; L.R. Borges; A. Foi. "Modeling and estimation of signal-dependent and correlated noise". In: M. Bertalmío (ed), Denoising of photographic images and video. Springer, Cham, 2018. (doi) (GoogleBooks)

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• A. Bria; C. Marrocco; L.R. Borges; M. Molinara; A. Marchesi; J-J. Mordang; N. Karssemeijer; F. Tortorella. "Improving the Automated Detection of Calcifications using Adaptive Variance Stabilization". IEEE Transactions on Medical Imaging, v.37, p.1857-1864, 2018. (doi) (PDF)

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• L.R. Borges; L. Azzari; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira; A. Foi. "Restoration of Low-Dose Digital Breast Tomosynthesis". Measurement Science and Technology, v.29, p.064003, 2018. (doi) (PDF)

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• C. Marrocco; A. Bria; V. Di Sano; L.R. Borges; B. Savelli; M. Molinara; J.-J. Mordang; N. Karssemeijer; F. Tortorella. "Mammogram denoising to improve the calcification detection performance of convolutional nets", Proc. International Workshop on Breast Imaging, Atlanta, 2018. (doi) (PDF)

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• A. Tao; C.B. Hruska; A. Conners; K. Hunt; T. Tran; T. Swanson; A.D.A. Maidment; L.R. Borges; M. O'Connor. "Application of a BM3D denoising algorithm for dose reduction in molecular breast imaging", Journal of Nuclear Medicine, v.59, p.1786, supplement 1, 2018. (doi)

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• L.R. Borges; M.A.C. Vieira. "Dose savings in digital breast tomosynthesis through image processing", Proc. XXXI SIBGRAPI, Foz do Iguaçú, Brazil, 2018. (PDF)

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• L.R. Borges; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Restored Low-Dose Digital Breast Tomosynthesis: A Perception Study”. Proc. SPIE Medical Imaging 2018: Image Perception, Observer Performance, and Technology Assessment, Houston, 2018. (doi) (PDF)

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• F.A. Brito; L.R. Borges; I. Guerrero; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Application of neural networks to model the signal-dependent noise of a digital breast tomosynthesis unit”. Proc. SPIE Medical Imaging 2018: Physics of Medical Imaging, Houston, 2018. (doi) (PDF)

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2017

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• L.R. Borges; I. Guerrero; P.R. Bakic; A. Foi; A.D.A. Maidment; M.A.C. Vieira. "Method for Simulating Dose Reduction in Digital Breast Tomosynthesis". IEEE Transactions on Medical Imaging, v.36, p.2331-2342, 2017. (doi) (PDF)

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• L.R. Borges; P.R. Bakic; A. Foi; A.D.A. Maidment; M.A.C. Vieira. “Pipeline for Effective Denoising of Digital Mammography and Digital Breast Tomosynthesis”. Proc. SPIE Medical Imaging 2017: Physics of Medical Imaging, v.10132, Orlando, 2017. (doi) (PDF)

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• L.R. Borges; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Metal Artifact Reduction using a patch-based reconstruction for digital breast tomosynthesis”. Proc. SPIE Medical Imaging 2017: Physics of Medical Imaging, v.10132, Orlando, 2017. (doi) (PDF)

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• H.C.R. Oliveira; D.R. Moraes; G.A. Reche; L.R. Borges; J.H. Catini; N. Barros; C.F.E. Melo; A. Gonzaga; M.A.C. Vieira. “A New Texture Descriptor Based on Local Micro-Pattern for Detection of Architectural Distortion in Mammographic Images”. Proc. SPIE Medical Imaging 2017: Computer-Aided Diagnosis, v.10134, Orlando, 2017. (doi) (PDF)

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• B. Barufaldi; L.R. Borges; P.R. Bakic; M.A.C. Vieira; H. Schiabel; A.D.A. Maidment. “Assessment of automatic exposure control performance in digital mammography using a no-reference anisotropic quality index”. Proc. SPIE Medical Imaging 2017: Image Perception, Observer Performance, and Technology Assessment, v.10136, Orlando, 2017. (doi) (PDF)

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• L.R. Borges; A. Foi; C.B. Hruska; M.K. O’Connor; M.A.C. Vieira; A.D.A. Maidment. “Feasibility Study of Dose Reduction in Molecular Breast Imaging using Noisy-Denoised Weighting”. Proc. IEEE International Symposium on Biomedical Imaging, Melborne, 2017. (PDF)

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• L.R. Borges; M.A.C. Vieira. "Reduction of Radiation Dose in Breast Cancer Screening Programs". Doctoral College Conference, Guildford, 2017. (PDF)

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• L.R. Borges; C. Hruska; M.K. O'Connor; M.A.C. Vieira; A.D.A. Maidment. "Bridging the GAP Between Digital Mammography and Molecular Breast Imaging". Radiological Society of North America (RSNA), Chicago, 2017. (PDF)

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• I. Guerrero; L.R. Borges; M.A.C. Vieira. "Correção do espectro de potência do ruído na simulação de redução da dose de radiação em imagens de tomossíntese digital mamária". Proc. XXII Congresso Brasileiro de Física Médica, Ribeirão Preto, 2017. (PDF)

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2016

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• L.R. Borges; M.A.C. Vieira; A. Foi. “Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range”. IEEE Signal Processing Letters, v.23, p.1494-1498, 2016. (doi) (PDF)

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• L.R. Borges; H.C.R. Oliveira; P.F. Nunes; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Method for simulating dose reduction in digital mammography using the Anscombe transformation”. Medical Physics, v.43, p.2704-2714, 2016. (doi) (PDF)

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• L.R. Borges; I. Guerrero; P.R. Bakic; A.D.A. Maidment; H. Schiabel; M.A.C. Vieira. “Simulation of Dose Reduction in Digital Breast Tomosynthesis”. Breast Imaging, v.9699, p.343-350, 2016. (doi) (PDF)

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• B. Barufaldi; L.R. Borges; M.A.C. Vieira; S. Gabarda; A.D.A. Maidment; P.R. Bakic; D.D. Pokrajac; H. Schiabel. “The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography”. Breast Imaging, v.9699, p.226-233, 2016. (doi) (PDF)

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• H.C.R. Oliveira; B. Barufaldi; L.R. Borges; S. Gabarda; P.R. Bakic; A.D.A. Maidment; H. Schiabel; M.A.C. Vieira. “Validation of no-reference image quality index for the assessment of digital mammographic images”. Proc. SPIE Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, v.9787, San Diego, 2016. (doi) (PDF)

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• L. R. Borges; M.A.C. Vieira; A. Foi. “Unbiased Noise Injection in Variance-Stabilized Range”. SIAM Conference on Imaging Science, Albuquerque, 2016. (PDF)

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• L.R. Borges; M.A.C Vieira; A. Foi. “Unbiased Injection of Signal-Dependent Noise in Variance- Stabilized Range”. IEEE Workshop on Statistical Signal Processing, Palma de Mallorca, 2016. (PDF)

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• L.R. Borges; E. Hwuang; R.J. Acciavatti; M.A.C. Vieira; A.D.A. Maidment. “Tomosynthesis Reconstruction Based on Principal Component Analysis (PCA)”. Radiological Society of North America, Chicago, 2016. (PDF)

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• L.R. Borges; I. Guerrero; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. "Gaussian-Poisson noise estimation from individual mammography images". Proc. XII Workshop de Visão Computacional, p.364-369, Campo Grande, 2016. (PDF)

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• P.F. Nunes; A.A. Bindilatti; H.C.R. Oliveira; L.R. Borges; P.R. Bakic; A.D.A. Maidment; N.D.A. Mascarenhas; M.A.C. Vieira. "Nova Proposta do Algorítmo de Médias Não-Locais para Filtragem do Ruído Quântico na Mamografia Digital". Proc. XXV Congresso Brasileiro de Engenharia Biomédica, p.1315-1318, Foz do Iguaçu, 2016. (PDF)

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2015

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• P.F. Nunes; A.A. Bindilatti; H.C.R. Oliveira; L.R. Borges; P.R. Bakic; A.D.A. Maidment; N.D.A. Mascarenhas; M.A.C. Vieira. “Using the Non-local Means Algorithm to Denoise Mammographic Images Acquired with Reduced Radiation Dose”. Proc. XI Workshop de Visão Computacional, p.456-461, São Carlos, 2015. (PDF)

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• H.C.R. Oliveira; P.F. Nunes; L.R. Borges; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Evaluation of Block-Matching 3D and Wavelet Transform with Shrink-Thresholding Technique for Digital Mammography Denoising”. Proc. XI Workshop de Visão Computacional, p.450-455, São Carlos, 2015. (PDF)

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• L.R. Borges. “Analysis of the Wisconsin Breast Cancer Dataset and Machine Learning for Breast Cancer Detection”. Proc. XI Workshop de Visão Computacional, p.15-19, São Carlos, 2015. (PDF)

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• H.C.R. Oliveira; L.R. Borges; P.F. Nunes; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography”. Proc. IEEE Symposium on Computer-Based Medical Systems, p.33-37, São Carlos, 2015. (doi) (PDF)

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• L.R. Borges; H.C.R. Oliveira; P.F. Nunes; M.A.C. Vieira. “Method for inserting noise in digital mammography to simulate reduction in radiation dose”. Proc. SPIE Medical Imaging 2015: Physics of Medical Imaging, v.9412, Orlando, 2015. (doi) (PDF)

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• M.A.C. Vieira; H.C.R. Oliveira; P.F. Nunes; L.R. Borges; P.R. Bakic;B. Barufaldi; R.J. Acciavatti; A.D.A. Maidment. “Feasibility study of dose reduction in digital breast tomosynthesis using non-local denoising algorithms”. Proc. SPIE Medical Imaging 2015: Physics of Medical Imaging, vol.9412 ,Orlando, 2015. (doi) (PDF)

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2014

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• L.R. Borges; H.C.R. Oliveira; P.F. Nunes; M.A.C. Vieira. “Method of Inserting Poisson Noise in Digital Mammography Images to Simulate Radiation Dose Reduction”. Proc. X Workshop de Visão Computacional, p.316-320, Uberlândia, 2014. (PDF)

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• H.C.R. Oliveira; P.F. Nunes; L.R. Borges; M.A.C. Vieira. “Investigating the use of Block-Matching 3D Denoising Algorithm to Reduce Radiation Dose in Digital Mammography”. Proc. X Workshop de Visão Computacional, p.224-228, Uberlândia, 2014. (PDF)

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• M.A.C. Vieira; L.R. Borges; H.C.R. Oliveira; P.F. Nunes. “Método para simulação da redução da dose de radiação na mamografia”. Proc. XIX Congresso Brasileiro de Física Médica, Goiânia, 2014. (PDF)

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• P.F. Nunes; H.C.R. Oliveira; L.R. Borges; P.R. Bakic; A.D.A. Maidment; M.A.C. Vieira. “Uso do algoritmo de médias não-locais para filtragem do ruído de mamogramas adquiridos com dose reduzida”. Proc. XXIV Congresso Brasileiro de Engenharia Biomédica, p.1985-1988, Uberlândia, 2014. (PDF)

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2013

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• L.C.S. Romualdo; M.A.C. Vieira; H. Schiabel; N.D.A. Mascarenhas; L.R. Borges. “Mammographic Image Denoising and Enhancement Using the Anscombe Transformation, Adaptive Wiener Filtering, and the Modulation Transfer Function”. Journal of Digital Imaging, v.26, p.183-197, 2013. (doi) (PDF)

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2012

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• M.A.C. Vieira; N.D.A. Mascarenhas; L.R. Borges; H. Schiabel. “Metodologia para Redução de Ruído Quântico em Imagens Mamográficas e sua Aplicação em Sistemas Computacionais de Auxílio ao Diagnóstico (CAD)”. Proc. VIII Workshop de Visão Computacional, Goiânia, 2012. (PDF)