LAVI (Laboratory for Advanced Vision and Imaging)

All

20 repositories

JMI_2025-ExploringTheImpactOfImageRestoration
Public
It contains the codes for the paper "Exploring the impact of image restoration in simulating higher dose mammography: effects on the detectability of microcalci…
MATLAB
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Other
•0•0•0•0•Updated Feb 14, 2026Feb 14, 2026
lavidb
Public
TypeScript
•0•0•0•0•Updated Dec 13, 2024Dec 13, 2024
pyDBT
Public
This package is a python extension of the DBT toolbox from LAVI-USP
python toolbox tomography dbt reconstruction x-ray digital-breast-tomosynthesis
C++
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GNU General Public License v3.0
•5•16•3•0•Updated Nov 12, 2024Nov 12, 2024
PRNUcorrection
Public
MATLAB
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Other
•0•0•0•0•Updated May 31, 2024May 31, 2024
MRI_denoising
Public
0•1•0•0•Updated Apr 3, 2024Apr 3, 2024
.github
Public
0•0•0•0•Updated Apr 3, 2024Apr 3, 2024
CNNonVST
Public
Python
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GNU General Public License v3.0
•0•1•0•0•Updated Oct 5, 2023Oct 5, 2023
Machine-Learning
Public
Study and implementation about deep learning models, architectures, applications and frameworks
machine-learning deep-learning tensorflow cnn gan autoencoder
Jupyter Notebook
•0•0•0•0•Updated May 5, 2023May 5, 2023
SPIE2023-ImageQuality
Public
It contains the codes for the paper "Assessing the impact of correlated noise in digital mammography: a virtual clinical trial", submitted to the SPIE 2023 conf…
MATLAB
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Other
•0•1•0•0•Updated Apr 4, 2023Apr 4, 2023
2AFC_Interface
Public
GUI for 2AFC and other image evaluation tests
Python
•0•1•0•0•Updated Mar 6, 2023Mar 6, 2023
MCInsertionPackage-DBT
Public
Computational method to perform the artificial insertion of microcalcifications in normal mammograms
simulation gpu dbt reconstruction slices 2afc microcalcification
Python
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GNU General Public License v3.0
•1•3•0•0•Updated Mar 6, 2023Mar 6, 2023
IWBI2022-ImageQuality
Public
It contains the codes for the paper "Using virtual clinical trials to assess objective image quality metrics in the task of microcalcification localization in d…
MATLAB
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Other
•0•0•0•0•Updated Sep 15, 2022Sep 15, 2022
SPIE2022
Public
Restore low-dose DBT projections using VCT software
deep-learning pytorch resnet dbt x-ray vct restoration denoising digital-breast-tomosynthesis mammography
Python
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GNU General Public License v3.0
•0•5•0•0•Updated Mar 23, 2022Mar 23, 2022
NoiseDecorrelation-DBT
Public
This repository contains the training and testing codes for the paper "Suppressing noise correlation in digital breast tomosynthesis using convolutional neural …
correlation cnn noise dbt cyclegan
Python
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GNU General Public License v3.0
•0•1•0•0•Updated Mar 21, 2022Mar 21, 2022
IWBI2022-PSloss
Public
This repository contains the training and testing codes for the paper "Imposing noise correlation fidelity on digital breast tomosynthesis restoration through d…
cnn noise dbt loss-functions powerspectrum mammography
Python
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GNU General Public License v3.0
•0•4•0•0•Updated Mar 21, 2022Mar 21, 2022
DBT-Reconstruction
Public
LAVI open-source reconstruction toolbox for digital breast tomosynthesis (DBT)
cuda toolbox tomography dbt reconstruction x-ray dbt-reconstruction digital-breast-tomosynthesis
MATLAB
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GNU General Public License v3.0
•20•62•8•0•Updated Mar 21, 2022Mar 21, 2022
MCInsertionPackage
Public
This is an agorithm to insert microcalcification clusters into Digital Mammograms
Python
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Other
•0•0•0•0•Updated Feb 3, 2022Feb 3, 2022
MCInsertionPackage_2020
Public
This is a new algorithm to insert microcalcification clusters into Digital Mammograms.
MATLAB
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Other
•0•2•0•0•Updated Jan 28, 2022Jan 28, 2022
DMAR2dCT
Public
Deep Learning Metal Artifact Reduction for 2D Computed Tomography
Jupyter Notebook
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GNU General Public License v3.0
•1•5•0•0•Updated Jul 27, 2021Jul 27, 2021
CMLMP
Public
Algorithms for Completed Mean Local Mapped Pattern - CMLMP
MATLAB
•0•0•0•0•Updated Sep 21, 2020Sep 21, 2020