Correlation between a deep-learning-based model observer and human observer for a realistic lung nodule localization task in chest CT

Author:

Gong Hao,Walther Andrew,Hu Isabelle,Koo Chi Wan,Takahashi Edwin A.,Levin David L.,Johnson Tucker F.,Hora Megan .,Leng Shuai,Fletcher Joel G.,McCollough Cynthia H.,Yu Lifeng

Publisher

SPIE

Reference12 articles.

1. Prediction of human observer performance in a 2-alternative forced choice low-contrast detection task using channelized Hotelling observer: Impact of radiation dose and reconstruction algorithms

2. Correlation between model observer and human observer performance in CT imaging when lesion location is uncertain

3. BEST IN PHYSICS (IMAGING): A Deep Learning Based Model Observer for Low-Contrast Object Detection Task in X-Ray Computed Tomography;Gong;MEDICAL PHYSICS,2018

4. A deep learning model observer for use in alterative forced choice virtual clinical trials;Alnowami,2018

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