Extraction of Tumor Response Criteria in Semi-Structured Imaging Report - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Chapitre D'ouvrage Année : 2022

Extraction of Tumor Response Criteria in Semi-Structured Imaging Report

Résumé

In this study, we extracted information from 6,376 french CT scan semi-structured text reports evaluating the cancer treatment response using the RECIST methodology. We evaluated the performance against manual annotation of 100 reports and measured the evolution of the presence of information over time. The results show high performances of the extraction as well as trends.

Domaines

Autre [cs.OH]

Dates et versions

hal-03865993 , version 1 (22-11-2022)

Identifiants

Citer

Valentin Pohyer, David Baudoin, Laure Fournier, Bastien Rance. Extraction of Tumor Response Criteria in Semi-Structured Imaging Report. Challenges of Trustable AI and Added-Value on Health, IOS Press, 2022, Studies in Health Technology and Informatics, ⟨10.3233/SHTI220424⟩. ⟨hal-03865993⟩
25 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More