metadata
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': ADI
'1': BACK
'2': DEB
'3': LYM
'4': MUC
'5': MUS
'6': NORM
'7': STR
'8': TUM
splits:
- name: nct_crc_he_100
num_bytes: 15058006
num_examples: 99
- name: nct_crc_he_1k
num_bytes: 151950686
num_examples: 999
- name: crc_val_he_7k
num_bytes: 1092855241.74
num_examples: 7180
download_size: 1095677324
dataset_size: 1259863933.74
configs:
- config_name: default
data_files:
- split: nct_crc_he_100
path: data/nct_crc_he_100-*
- split: nct_crc_he_1k
path: data/nct_crc_he_1k-*
- split: crc_val_he_7k
path: data/crc_val_he_7k-*
license: cc-by-sa-3.0
task_categories:
- image-classification
language:
- en
tags:
- biology
- medical
- cancer
- colorectal cancer
pretty_name: NCT_CRC
size_categories:
- 10K<n<100K
Dataset Card for NCT-CRC-HE
Dataset Summary
The NCT-CRC-HE dataset consists of images of human tissue slides, some of which contain cancer.
Data Splits
The dataset contains tissues from different parts of the body. Examples from each of the 9 classes can be seen below
Initial Data Collection and Normalization
NCT biobank (National Center for Tumor Diseases) and the UMM pathology archive (University Medical Center Mannheim). Images were normalized using Macenko normalization.
Licensing Information
CC-BY-SA
Citation Information
Owkin claims no ownership of the dataset. This is simply an upload of the original dataset onto HF.