A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection

Understand

Analyzing Pap cytology slides is an important tasks in detecting and grading precancerous and cancerous cervical cancer stages.

• Processing cytology images usually involve segmenting nuclei and overlapping cells.
• We introduce a cervical cytology dataset that can be used to evaluate nucleus detection, as well as image classification methods in the cytology image processing area.
• This dataset contains 93 real image stacks with their grade labels and manually annotated nuclei within images.