Extraction of Tumor Response Criteria in Semi-Structured Imaging Report - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Book Sections Year : 2022

Extraction of Tumor Response Criteria in Semi-Structured Imaging Report

Abstract

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.

Domains

Other [cs.OH]

Dates and versions

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

Identifiers

Cite

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⟩
37 View
0 Download

Altmetric

Share

Gmail Mastodon Facebook X LinkedIn More