Overview of ImageCLEF tuberculosis 2020 automatic CT-based report generation

Kozlovski, Serge (United Institute of Informatics Problems, Minsk, Belarus) ; Liauchuk, Vitali (United Institute of Informatics Problems, Minsk, Belarus) ; Dicente Cid, Yashin (University of Warwick, Coventry, England, UK) ; Tarasau, Aleh (Republican Research and Practical Centre for Pulmonology and TB, Minsk, Belarus) ; Kovalev, Vassili (United Institute of Informatics Problems, Minsk, Belarus) ; Müller, Henning (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis) ; University of Geneva, Switzerland)

ImageCLEF is a part of the Conference and Labs of the Evaluation Forum (CLEF) initiative and presents a set of image information retrieval tasks. ImageCLEF was historically focused on the variety of multimodal image classification, retrieval and annotation tasks. The tuberculosis task started in ImageCLEF in 2017 and changed from year to year. This year’s edition was dedicated to the automatic generation of a lung-wise CT report (CTR) based on three relevant CT findings. This year 9 groups from 8 countries participated in the task and submitted results. This year’s task is similar to the CTR (CT Report) subtask from the previous year, so it is possible to compare the results almost directly. Impressive improvement of the results was obtained with 0.92 (+0.10) average Area Under ROC-curve (AUC) and 0.89 (+0.20) minimum AUC for the three CT findings proposed.


Note: Due to the COVID-19 outbreak, the CLEF 2020 - Conference and Labs of the Evaluation Forum venue in Thessaloniki was cancelled. The proceedings of the online conference are however published according to the original schedule.


Keywords:
Conference Type:
published full paper
Faculty:
Economie et Services
School:
HEG-VS
Institute:
Institut Informatique de gestion
Subject(s):
Informatique
Publisher:
Thessaloniki, Greece, 22-25 September 2020
Date:
2020-09
Thessaloniki, Greece
22-25 September 2020
Pagination:
16 p.
Published in:
Proceedings of the CLEF 2020 - Conference and labs of the evaluation forum
External resources:
Appears in Collection:



 Record created 2020-11-18, last modified 2020-11-20

Fulltext:
Download fulltext
PDF

Rate this document:

Rate this document:
1
2
3
 
(Not yet reviewed)