LAVI (Laboratory for Advanced Vision and Imaging)
Research group at University of São Paulo (USP) - São Carlos School of Engineering (EESC)
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- University of São Paulo, Brazil
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Repositories
Showing 10 of 25 repositories
- CBEB_2026_RESIDUAL_FEATURE Public
Explainability and noise correlation analysis of pretrained deep learning denoisers for low-dose digital mammography.
- CBEB2024_PRNUcorrection Public
- 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 microcalcifications across different sizes using model observer analysis", published in the Journal of Medical Imaging (JMI), 2025.
- IWBI2026_Denoising_spatial_noise_correlated Public
Code used on the following manuscript (sumbmitted to International Workshop on Breast Imaging (IWBI 2026)
- IWBI_2026_BENCHMARKING Public
Official implementation of pretrained denoisers, physics-guided MBDL pipeline, objective metrics, and model observer analysis for low-dose digital mammography.
- aula_pratica_med_sam Public
- lavidb Public
- MRI_denoising Public
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