Cervical cell images

Citation Author(s):
Biao Li
Submitted by:
Biao Li
Last updated:
Thu, 11/08/2018 - 10:34
DOI:
10.21227/ftm8-fn38
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Abstract 

This dataset is for the paper titled: Segmentation of Cervical Cell Images based on Generative Adversarial Networks. The dataset is used to train and test the Cell-GAN, a generative adversarial network. After training, the Cell-GAN is able to generate a complete single-cell image which has the similar contour to the cell to be segmented.

Instructions: 

The dataset contains two files: a training set, and a test set. For the training set and the test set, each of them is consists of small cell images, annotated cell images, and guide factors. Small cell images are the cropped cell images from the original image set. Guide factors are the annotated nuclei used to locate cell to be segmented. Annotated cell images are the annotated complete single-cell images.

The training set consists of 1571 cell images which includes three types of cells: the upper squamous cells, the mid-level squamous cells, and the basal cells. The test set consists of 309 cell images, including 100 single-cell images, 170 overlapping cell images, and the rest are atypical cell images and test images for ideal cropping. It should be noted that the dataset is used to train and test non-optimized Cell-GAN. So there are same small cell images in each of the two sets, but they correspond to different guide factors.

Comments

Please help me to access Cervical Cancer datasets

Submitted by Sharmistha Bhat... on Fri, 12/25/2020 - 08:32

This is AWS link which I can't access, since I don't have a membership there. So, ma'am I think someone else can help if possible contact the person who posted the data, and provide your email address if anyone can provide.

Submitted by Bishal Biswas on Fri, 12/25/2020 - 09:49

Hello, can I download this data for study and research?Thank you very much.

Submitted by zhihui he on Sun, 11/21/2021 - 09:37

I have subscription for dataport, but I can't download this dataset ?

Submitted by Gokhan Bilgin on Sun, 02/28/2021 - 06:19

how to download this dataset? I am wating for the reply, thanks!

Submitted by zhao yanli on Sun, 09/12/2021 - 02:26