1 code implementation • 31 Jan 2023 • Eva Schnider, Julia Wolleb, Antal Huck, Mireille Toranelli, Georg Rauter, Magdalena Müller-Gerbl, Philippe C. Cattin
The approach thus improves the accuracy and efficiency of distinct bone segmentation from upper-body CT.
no code implementations • 28 Oct 2022 • Samaneh Manavi Roodsari, Sara Freund, Martin Angelmahr, Georg Rauter, Wolfgang Schade, Philippe C. Cattin
These findings imply that deep learning techniques benefit from the bending-induced effects that impact the desired signal in a complex manner.
no code implementations • 19 Aug 2022 • Eva Schnider, Antal Huck, Mireille Toranelli, Georg Rauter, Azhar Zam, Magdalena Müller-Gerbl, Philippe Cattin
Results: Our methods are evaluated on an in-house dataset of 16 upper-body CT scans with a resolution of \SI{2}{\milli\meter} per dimension.
no code implementations • 14 Oct 2020 • Eva Schnider, Antal Horváth, Georg Rauter, Azhar Zam, Magdalena Müller-Gerbl, Philippe C. Cattin
Segmentation of distinct bones plays a crucial role in diagnosis, planning, navigation, and the assessment of bone metastasis.
no code implementations • 7 Sep 2020 • Lorenzo Iafolla, Massimiliano Filipozzi, Sara Freund, Azhar Zam, Georg Rauter, Philippe Claude Cattin
We used these training data to test, characterize, and compare several machine learning algorithms for the classification and the regression.