Preeclampsia Dataset

The first dataset is the preeclampsia dataset, in which 19 profiles of blood samples were collected from 9.7 million. The data are from 45 women throughout their pregnancies, which include 33 features measured per cell. The clinical outcome of the covariate for this dataset was cell gestational age, which ranged from 8 to 28 weeks. The dataset is applied in CytoCo-set evaluation.

Here is the file structure that fits in CytoCo-set input format (symbol "X(____)X" defined as file name describe):

data folder

fcs_info.csv

filenames_X(trials_number)X.json

pree_fcs

all

X(sample_file_name)X.fcs

test_labels_X(trials_number)X.csv

train_labels_X(trials_number)X.csv

marker.csv

tripletlists_X(covariate)X_X(trials_number)X

X(covariate)X_tripletlist_subpick_test_rffX(medianpooling_or_maxpooling)X_sameX(same_threhold_percange)X_diffX(diff_threhold_percange)X.txt

X(covariate)X_tripletlist_subpick_trainval_rffX(medianpooling_or_maxpooling)X_sameX(same_threhold_percange)X_diffX(diff_threhold_percange)X.txt

The dataset uploaded all the sample's raw features data (fcs file) and some file examples. fcs_info.csv records all sample's true labels and covariates.