Improve Research Reproducibility A Bio-protocol resource
Concise Method
tooltip

Data annotation

CL Chenyi Lin
XS Xuefei Song
LL Lunhao Li
YL Yinwei Li
MJ Mengda Jiang
RS Rou Sun
HZ Huifang Zhou
XF Xianqun Fan
request Request a Protocol
ask Ask a question
Favorite

The DCNN used in this study belongs to the supervised learning method. CAS is the most commonly used clinical staging index of TAO, whose assessment includes 7 clinical manifestations: spontaneous retrobulbar pain, pain on attempted upward or downward gaze, redness of eyelids, redness of conjunctiva, swelling of caruncle or plica, swelling of eyelids and swelling of eyelids. We used CAS to annotate the activity stage of orbital MRI [5]. Patients with CAS ≥3/7 were annotated as active phase, while patients with CAS< 3/7 were annotated as inactive phase. In this study, the activity of TAO was assessed based on CAS score by two ophthalmologists with more than 5-year experience in orbital diseases (Xuefei Song and Lunhao Li). Disagreement, if any, was resolved by a senior chief physician (Huifang Zhou) after an empirical evaluation of orbital MRI. After annotation, there were 50 MRI images of active phase and 110 MRI of inactive phase.

Copyright and License information: The Author(s) ©2021
Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Do you have any questions about this protocol?

Post your question to gather feedback from the community. We will also invite the authors of this article to respond.

0/150

tip Tips for asking effective questions

+ Description

Write a detailed description. Include all information that will help others answer your question including experimental processes, conditions, and relevant images.

post Post a Question
0 Q&A