Francesco Castaldi
๐Ÿ”ฌ Project

CI Cervical LBC

Research project comparing state-of-the-art image restoration techniques applied to liquid-based cytology (LBC) cervical images. Evaluates Total Variation regularization, UNet convolutional networks, and DiffPIR diffusion-based reconstruction. Includes quantitative metrics (PSNR, SSIM) and qualitative pathologist review.

PythonPyTorchDiffPIRUniversity
Related Skills
๐Ÿ“ŠData Science & Analytics๐Ÿง Artificial Intelligence & Machine Learning
Back to Projects
FC
GitHubยทLinkedInยทEmail
ยฉ 2026