Marcelo A. C. Vieira

Orcid: 0000-0002-6038-7740

According to our database1, Marcelo A. C. Vieira authored at least 22 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2023
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography.
Artif. Intell. Medicine, August, 2023

Assessing the impact of correlated noise in digital mammography: a virtual clinical trial.
Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain.
CoRR, 2022

2021
A Novel Fusion-Based Texture Descriptor to Improve the Detection of Architectural Distortion in Digital Mammography.
J. Digit. Imaging, 2021

2019
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices.
Biomed. Signal Process. Control., 2019

A 2-AFC study to validate artificially inserted microcalcification clusters in digital mammography.
Proceedings of the Medical Imaging 2019: Image Perception, 2019

Exploratory learning with convolutional autoencoder for discrimination of architectural distortion in digital mammography.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018
Poisson Wiener filtering with non-local weighted parameter estimation using stochastic distances.
Signal Process., 2018

Data Augmentation for Detection of Architectural Distortion in Digital Mammography using Deep Learning Approach.
CoRR, 2018

Restored low-dose digital breast tomosynthesis: a perception study.
Proceedings of the Medical Imaging 2018: Image Perception, 2018

Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017
Method for Simulating Dose Reduction in Digital Breast Tomosynthesis.
IEEE Trans. Medical Imaging, 2017

A new texture descriptor based on local micro-pattern for detection of architectural distortion in mammographic images.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016
Unbiased Injection of Signal-Dependent Noise in Variance-Stabilized Range.
IEEE Signal Process. Lett., 2016

Validation of no-reference image quality index for the assessment of digital mammographic images.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016

Simulation of Dose Reduction in Digital Breast Tomosynthesis.
Proceedings of the Breast Imaging, 2016

The Effect of Breast Composition on a No-reference Anisotropic Quality Index for Digital Mammography.
Proceedings of the Breast Imaging, 2016

2015
Use of Wavelet Multiresolution Analysis to Reduce Radiation Dose in Digital Mammography.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2013
Mammographic Image Denoising and Enhancement Using the Anscombe Transformation, Adaptive Wiener Filtering, and the Modulation Transfer Function.
J. Digit. Imaging, 2013

2012
Filtering of Poisson Noise in Digital Mammography Using Local Statistics and Adaptive Wiener Filter.
Proceedings of the Breast Imaging, 2012

2009
Mammography Images Restoration by Quantum Noise Reduction and Inverse MTF Filtering.
Proceedings of the SIBGRAPI 2009, 2009

Preprocessing for improving CAD scheme performance for microcalcification detection based on mammography imaging quality parameters.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009


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