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2020 – today
- 2023
[j7]Hongming Shan
, Rodrigo de Barros Vimieiro, Lucas R. Borges, Marcelo Andrade da Costa Vieira, Ge Wang:
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography. Artif. Intell. Medicine 142: 102555 (2023)- [c13]Lucas Exposto Soares, Renann F. Brandao, Lucas R. Borges, Renato F. Caron, Bruno Barufaldi, Andrew D. A. Maidment, Marcelo A. C. Vieira:
Assessing the impact of correlated noise in digital mammography: a virtual clinical trial. Image Perception, Observer Performance, and Technology Assessment 2023 - 2022
- [i3]Rodrigo de Barros Vimieiro, Chuang Niu, Hongming Shan, Lucas Rodrigues Borges, Ge Wang, Marcelo Andrade da Costa Vieira:
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain. CoRR abs/2203.11722 (2022) - 2021
- [j6]Osmando Pereira Junior, Helder Cesar Rodigues de Oliveira, Carolina Toledo Ferraz, José Hiroki Saito, Marcelo Andrade da Costa Vieira, Adilson Gonzaga:
A Novel Fusion-Based Texture Descriptor to Improve the Detection of Architectural Distortion in Digital Mammography. J. Digit. Imaging 34(1): 36-52 (2021) - [i2]Hongming Shan, Rodrigo de Barros Vimieiro, Lucas Rodrigues Borges, Marcelo Andrade da Costa Vieira, Ge Wang:
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography. CoRR abs/2111.06890 (2021)
2010 – 2019
- 2019
- [j5]Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Juliana H. Catani, Nestor de Barros, Adilson Gonzaga, Eugenio Martinelli, Marcelo Andrade da Costa Vieira:
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices. Biomed. Signal Process. Control. 50: 92-102 (2019) - [c12]Helder Cesar Rodigues de Oliveira, Carlos F. E. Melo, Juliana H. Catani, Nestor de Barros, Marcelo Andrade da Costa Vieira:
Exploratory learning with convolutional autoencoder for discrimination of architectural distortion in digital mammography. Computer-Aided Diagnosis 2019: 109502F - [c11]Lucas R. Borges, Paulo Mazzoncini de Azevedo Marques, Marcelo Andrade da Costa Vieira:
A 2-AFC study to validate artificially inserted microcalcification clusters in digital mammography. Image Perception, Observer Performance, and Technology Assessment 2019: 109520R - 2018
- [j4]Andre A. Bindilatti, Marcelo Andrade da Costa Vieira, Nelson D. A. Mascarenhas:
Poisson Wiener filtering with non-local weighted parameter estimation using stochastic distances. Signal Process. 144: 68-76 (2018) - [c10]Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Eugenio Martinelli, Corrado Di Natale, Juliana H. Catani, Nestor de Barros, Carlos F. E. Melo, Adilson Gonzaga, Marcelo Andrade da Costa Vieira:
Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography. Computer-Aided Diagnosis 2018: 105752P - [c9]Lucas R. Borges, Predrag R. Bakic, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira:
Restored low-dose digital breast tomosynthesis: a perception study. Image Perception, Observer Performance, and Technology Assessment 2018: 1057705 - [i1]Arthur C. Costa, Helder Cesar Rodigues de Oliveira, Juliana H. Catani, Nestor de Barros, Carlos F. E. Melo, Marcelo Andrade da Costa Vieira:
Data Augmentation for Detection of Architectural Distortion in Digital Mammography using Deep Learning Approach. CoRR abs/1807.03167 (2018) - 2017
- [j3]Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Alessandro Foi, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira:
Method for Simulating Dose Reduction in Digital Breast Tomosynthesis. IEEE Trans. Medical Imaging 36(11): 2331-2342 (2017) - [c8]Helder Cesar Rodigues de Oliveira, Diego R. Moraes, Gustavo A. Reche, Lucas R. Borges, Juliana H. Catani, Nestor de Barros, Carlos F. E. Melo, Adilson Gonzaga, Marcelo Andrade da Costa Vieira:
A new texture descriptor based on local micro-pattern for detection of architectural distortion in mammographic images. Computer-Aided Diagnosis 2017: 101342U - 2016
- [j2]Lucas Rodrigues Borges, Marcelo Andrade da Costa Vieira, Alessandro Foi:
Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range. IEEE Signal Process. Lett. 23(10): 1494-1498 (2016) - [c7]Bruno Barufaldi, Lucas R. Borges, Marcelo Andrade da Costa Vieira, Salvador Gabarda, Andrew D. A. Maidment, Predrag R. Bakic, David D. Pokrajac, Homero Schiabel:
The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography. Digital Mammography / IWDM 2016: 226-233 - [c6]Lucas R. Borges, Igor Guerrero, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Marcelo Andrade da Costa Vieira:
Simulation of Dose Reduction in Digital Breast Tomosynthesis. Digital Mammography / IWDM 2016: 343-350 - [c5]Helder Cesar Rodigues de Oliveira, Bruno Barufaldi, Lucas R. Borges, Salvador Gabarda, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Marcelo Andrade da Costa Vieira:
Validation of no-reference image quality index for the assessment of digital mammographic images. Image Perception, Observer Performance, and Technology Assessment 2016: 978713 - 2015
- [c4]Helder Cesar Rodigues de Oliveira, Lucas Rodrigues Borges, Polyana Ferreira Nunes, Predrag R. Bakic, Andrew D. A. Maidment, Marcelo Andrade da Costa Vieira:
Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography. CBMS 2015: 33-37 - 2013
- [j1]Larissa Cristina dos Santos Romualdo, Marcelo Andrade da Costa Vieira, Homero Schiabel, Nelson D. A. Mascarenhas, Lucas R. Borges:
Mammographic Image Denoising and Enhancement Using the Anscombe Transformation, Adaptive Wiener Filtering, and the Modulation Transfer Function. J. Digit. Imaging 26(2): 183-197 (2013) - 2012
- [c3]Marcelo Andrade da Costa Vieira, Predrag R. Bakic, Andrew D. A. Maidment, Homero Schiabel, Nelson D. A. Mascarenhas:
Filtering of Poisson Noise in Digital Mammography Using Local Statistics and Adaptive Wiener Filter. Digital Mammography / IWDM 2012: 268-275
2000 – 2009
- 2009
- [c2]Homero Schiabel, Marcelo Andrade da Costa Vieira, Liliane Ventura:
Preprocessing for improving CAD scheme performance for microcalcification detection based on mammography imaging quality parameters. Computer-Aided Diagnosis 2009: 72602G - [c1]Larissa Cristina dos Santos Romualdo, Marcelo Andrade da Costa Vieira, Homero Schiabel:
Mammography Images Restoration by Quantum Noise Reduction and Inverse MTF Filtering. SIBGRAPI 2009: 180-185
Coauthor Index
aka: Lucas Rodrigues Borges
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