Volumetric computed tomography (CT) segmentation supports quantitative image analysis, but most AI-based methods remain organ-specific, with fragmented models, inconsistent label definitions, and heterogeneous training and evaluation protocols. Here we present CADS, a unified data–model framework for scalable and gen...
Murong Xu, Fernando Navarro, Maksym Fritsak et al.· Nature Communications· 0 citations
BACKGROUND
Serial MRI during radiotherapy may enable early response assessment and guide adaptive treatment strategies; however, data on intratreatment volumetric changes remain limited. We herein report results of the MARGA-I-study, investigating target volume changes during MR-linac-based radio-(chemo-)therapy.
MAT...
Lena Kretzschmar, P. Wallimann, Lena M. Obergfell et al.· Radiotherapy and Oncology· 0 citations
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