1 code implementation • 13 Feb 2023 • Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, Stefan Sommer, Christoph Stuprich, Fengdan Wang, Claudia Weidensteiner, Giulia Manco, Matteo Paoletti, Valentina Mazzoli, Arjun Desai, Anna Pichiecchio
Semantic segmentation is a crucial step to extract quantitative information from medical (and, specifically, radiological) images to aid the diagnostic process, clinical follow-up.
no code implementations • 6 May 2021 • Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico
On an independent and publicly available benchmark dataset, the Dice values measured between the masks predicted by LungQuant system and the reference ones were 0. 95$\pm$0. 01 and 0. 66$\pm$0. 13 for the segmentation of lungs and COVID-19 lesions, respectively.
no code implementations • 20 May 2019 • Abramo Agosti, Stefano Marchesi, Giorgio Scita, Pasquale Ciarletta
Tissue self-organization into defined and well-controlled three-dimensional structures is essential during development for the generation of organs.