作者
Lu Zhang, Christine Cavaro-Ménard, Patrick Le Callet, Di Ge
发表日期
2015/4/19
研讨会论文
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
页码范围
1667-1671
出版商
IEEE
简介
Model observers (MOs) have been developed for the medical image quality assessment. Nowadays, numerous modern medical instruments are capable of producing 3D images, while few researchers have conducted MO studies on 3D data. In this paper, we propose a multi-slice MO when considering a relatively more realistic diagnostic task: the detection-localization of simulated multiple-sclerosis (MS) lesions on 3D magnetic resonance (MR) images. The jackknife free-response receiver operating characteristic (JAFROC) method was used to quantitatively analyse its performances and compare them with those of human observers. Our preliminary results showed that the proposed framework has the potential to approach human detection-localization task performance.
引用总数
20162017201820192020202123512
学术搜索中的文章
L Zhang, C Cavaro-Ménard, P Le Callet, D Ge - 2015 IEEE International Conference on Acoustics …, 2015