Cervix93 Cytology Dataset Overview

Dataset Description

• Image Count and Type: 93 image stacks with corresponding extended depth of field (EDF) images, derived from cases graded as Negative, LSIL, or HSIL.

  • Negative: 16
  • Low‑grade Squamous Intra‑epithelial Lesion (LSIL): 46
  • High‑grade Squamous Intra‑epithelial Lesion (HSIL): 31

• Annotation Information: Grade label for each frame and manually labeled points inside cervical cells.

  • Total manual points: 2,705
  • Negative: 238
  • LSIL: 1,536
  • HSIL: 931

Training and Test Split

• Training Set (Set 0):

  • Negative: 12 frames, 179 nuclei
  • LSIL: 34 frames, 1,125 nuclei
  • HSIL: 23 frames, 679 nuclei

• Test Set (Set 1):

  • Negative: 4 frames, 59 nuclei
  • LSIL: 12 frames, 411 nuclei
  • HSIL: 8 frames, 252 nuclei

Code Resources

• Code Folder: Contains MATLAB evaluation scripts, baseline segmentation methods, and test scripts for the baseline segmentation on the test set.