Fig. 4: Multi-center cervical cancer dataset collection.
From: Achieving flexible fairness metrics in federated medical imaging
The cervical cancer dataset is collected across four medical centers with a detailed process outlining patient selection, exclusion criteria, and final cohort composition. From an initial pool of 1144 patients, individuals who meet the inclusion criteria (age ≥18 years and pathology-confirmed cervical cancer) and do not meet exclusion criteria (prior chemoradiotherapy, tumor diameter <5 mm, or severe motion artifacts in MRI) are included in the analysis. After applying these criteria, the final dataset comprises 89, 65, 278, and 246 patients from centers A, B, C, and D, respectively.
