Search Results for author: Francesca De Benetti

Found 5 papers, 1 papers with code

AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection

no code implementations21 May 2023 Mehdi Astaraki, Francesca De Benetti, Yousef Yeganeh, Iuliana Toma-Dasu, Örjan Smedby, Chunliang Wang, Nassir Navab, Thomas Wendler

This work intends to, first, propose a robust inpainting model to learn the details of healthy anatomies and reconstruct high-resolution images by preserving anatomical constraints.

Unsupervised Anomaly Detection

Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET

no code implementations17 May 2023 Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Romiger, Kuangyu Shi, Nassir Navab, Thomas Wendler

Dynamic positron emission tomography imaging (dPET) provides temporally resolved images of a tracer enabling a quantitative measure of physiological processes.

Self-Supervised Learning

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