Inter-rater reliability in labeling quality and pathological features of retinal OCT scans: A customized annotation software approach
Katherine Du, Stavan Shah, Sandeep Chandra Bollepalli, Mohammed Nasar Ibrahim, Adarsh Gadari, Shan Sutharahan, José-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboina · 2024
Read Inter-rater reliability in labeling quality and pathological features of retinal OCT scans: A customized annotation software approach by Katherine Du, Stavan Shah, Sandeep Chandra Bollepalli, Mohammed Nasar Ibrahim, Adarsh Gadari, Shan Sutharahan, José-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboina (2024) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-11654994.txt.
Description
Katherine Du and co-authors check in 2024 how well two trained readers agree when they label eye scans. The scans, from a common retinal imaging device, show signs of eye disease that help track its course. Steady labels matter, since such labels train computer tools that sort scans.
Five hundred scans were shown in custom software, with sixteen scans per eye. Each reader marked image quality and signs such as fluid, drusen, and lifted layers. Agreement was strong for the presence of disease signs and fair to good for image quality, but weak on why a poor scan was poor. The work shows where human labels are firm and where shared rules need work.
Catalog record
| CREATOR | Katherine Du, Stavan Shah, Sandeep Chandra Bollepalli, Mohammed Nasar Ibrahim, Adarsh Gadari, Shan Sutharahan, José-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboina |
|---|---|
| YEAR | 2024 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 29 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |