Cervix93 Cytology Dataset

该数据集有 93 个图像堆栈及其对应的扩展景深 (EDF) 图像，这些图像是从等级为负、LSIL 或 HSIL（贝塞斯达系统）的案例中获取的： - 负：16 - LSIL：46 - HSIL：31每帧的等级标签和每帧宫颈细胞内的手动标记点。所有框架内总共有 2705 个手动标记点： - 负：238 - LSIL：1536 - HSIL：931

This dataset contains 93 image stacks and their corresponding extended depth of field (EDF) images, acquired from cases graded as negative, LSIL, or HSIL per the Bethesda System:
- Negative: 16 cases
- LSIL: 46 cases
- HSIL: 31 cases
Each frame is accompanied by its grade label and manually annotated points within the cervical cells of the frame. A total of 2705 manually annotated points are present across all frames:
- Negative: 238 points
- LSIL: 1536 points
- HSIL: 931 points

搜集汇总

背景与挑战

背景概述

Cervix93 Cytology Dataset是一个包含93个宫颈细胞图像堆栈的医疗数据集，涵盖三种病变等级（阴性/LSIL/HSIL）并包含2705个手动标记点，主要用于细胞核检测和图像分类研究。该数据集由两所大学于2018年联合发布，相关论文发表于arXiv平台。