[TRUMPET] HNC Use Case

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Authors: Paola Ulivi, Alice Andalò, Nicola Gentili, Paolo De Angelis, Elisabetta Petracci, Roberta Maltoni
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Abstract

The dataset refers to a retrospective cohort of 91 Head and Neck Cancer (HNC) patients treated with intensity-modulated radiotherapy (IMRT). It integrates heterogeneous real-world clinical data, including radiotherapy treatment planning information (dose–volume histograms), treatment delivery records, demographic and clinical risk factors extracted from electronic health records, and late toxicities assessed during follow-up visits according to the Common Terminology Criteria for Adverse Events (CTCAE) grading scale (0–5). As it is based on retrospective real-world data, completeness may vary across variables, with some missing or partially recorded information reflecting routine clinical practice and follow-up heterogeneity. The dataset has been used within the framework of the European Union project TRUstworthy Multi-site Privacy Enhancing Technologies (TRUMPET) as a clinical use case to evaluate privacy-preserving, multi-site data analysis workflows applied to radiotherapy toxicity modeling.

Fields of Study & Subjects

Advanced Radiotherapy Techniques Head and Neck Cancer Studies Privacy-Preserving Technologies in Data

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
25 February 2026
Language
EN
Document type
Dataset