Skip to content

@LAVI-USP LAVI (Laboratory for Advanced Vision and Imaging)

Change the repository type filter

All

    Repositories list

    22 repositories

    • pyDBT

      Public
      This package is a python extension of the DBT toolbox from LAVI-USP
      pythontoolboxtomographydbtreconstructionx-raydigital-breast-tomosynthesis
      C++
      •
      GNU General Public License v3.0
      •3•13•2•0•Updated Oct 16, 2024Oct 16, 2024

    • SEL0339-SEL5886_2024

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • lavidb

      Public
      0•0•0•0•Updated Jun 5, 2024Jun 5, 2024

    • IWBI2024-RestorationModelObserver

      Public
      It contains the codes for the paper "Evaluating an image restoration pipeline for digital mammography across varied radiation exposures and microcalcification sizes using model observer analysis", submitted to the IWBI 2024 conference.
      MATLAB
      •
      Other
      •0•0•0•0•Updated Jun 4, 2024Jun 4, 2024

    • PRNUcorrection

      Public
      MATLAB
      •
      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
      •
      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
      deep-learningtensorflowcnnganautoencodermachine-learning
      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 conference.
      MATLAB
      •
      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
      simulationgpudbtreconstructionslices2afcmicrocalcification
      Python
      •
      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 digital mammography", submitted to the IWBI 2022 conference.
      MATLAB
      •
      Other
      •0•0•0•0•Updated Sep 15, 2022Sep 15, 2022

    • SPIE2022

      Public
      Restore low-dose DBT projections using VCT software
      deep-learningpytorchresnetdbtx-rayvctrestorationdenoisingdigital-breast-tomosynthesismammography
      Python
      •
      GNU General Public License v3.0
      •0•4•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 network and virtual clinical trials", submitted to the IWBI 2022 conference
      correlationcnnnoisedbtcyclegan
      Python
      •
      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 deep learning techniques", submitted to the IWBI 2022 conference.
      cnnnoisedbtloss-functionspowerspectrummammography
      Python
      •
      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)
      cudatomographyx-raytoolboxdbtreconstructiondbt-reconstructiondigital-breast-tomosynthesis
      MATLAB
      •
      GNU General Public License v3.0
      •19•56•8•0•Updated Mar 21, 2022Mar 21, 2022

    • MCInsertionPackage

      Public
      This is an agorithm to insert microcalcification clusters into Digital Mammograms
      Python
      •
      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
      •
      Other
      •0•2•0•0•Updated Jan 28, 2022Jan 28, 2022

    • DMAR2dCT

      Public
      Deep Learning Metal Artifact Reduction for 2D Computed Tomography
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•4•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

    • SEL0629

      Public
      SEL 0629 - APLICAÇÃO DE MICROPROCESSADORES I
      0•0•0•0•Updated Apr 24, 2020Apr 24, 2020