Author

Maksym Fritsak

2 papers indexed here

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Review Open access Oct 2026

CADS: a comprehensive anatomical dataset and segmentation for whole-body anatomy in computed tomography

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

Open access Oct 2026

Evaluating the Automated Extraction of Radiation Oncology Trial Data at Scale from the ClinicalTrials.gov Database Using a Large Language Model.

Background The rapid growth of biomedical publishing in radiation oncology has created a need for automated methods to extract structured information from unstructured text. Large language models (LLMs) show promise in biomedical natural language processing, but their use for clinical trial data curation remains to be...

F. Dennstaedt, Lena Kretzschmar, N. Cihoric et al. · Oncology · 0 citations