datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
DMID_Breast_Cancer_Mammography_Dataset
DMID Breast Cancer Mammography Dataset 🎗️
Overview 🔬
This dataset, the Digital Mammography Dataset for Breast Cancer Diagnosis Research (DMID), provides a comprehensive collection of mammogram images intended for research and educational purposes. It aims to facilitate the development and evaluation of computer-aided diagnosis systems for breast cancer detection. 👩⚕️
Dataset Contents 📁
The dataset includes the following components:
TIFF Images: Contains… See the full description on the dataset page: https://huggingface.co/datasets/MyTwinLab/DMID_Breast_Cancer_Mammography_Dataset.mammographyDMID_Breast_Cancer_Mammography_Dataset
DMID Breast Cancer Mammography Dataset 🎗️
Overview 🔬
This dataset, the Digital Mammography Dataset for Breast Cancer Diagnosis Research (DMID), provides a comprehensive collection of mammogram images intended for research and educational purposes. It aims to facilitate the development and evaluation of computer-aided diagnosis systems for breast cancer detection. 👩⚕️
Dataset Contents 📁
The dataset includes the following components:
TIFF Images: Contains… See the full description on the dataset page: https://huggingface.co/datasets/swapnilk2701/DMID_Breast_Cancer_Mammography_Dataset.mammography
Mammography
The Mammography dataset from the UCI ML repository.
Configurations and tasks
Configuration
Task
Description
mammography
Binary classification
Is the lesion benign?
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/mammography")["train"]
breast_cancer_mammographysynthetic_mammography_csaw
Dataset Card for Synthetic CSAW 100k Mammograms
Dataset Description
This is a synthetic mammogram dataset created with the latent diffusion model from Generative AI for Medical Imaging: extending the MONAI Framework paper.
The generative model was trained on the CSAW-M dataset.
**Paper: https://arxiv.org/abs/2307.15208
**Point of Contact: walter.diaz_sanz@kcl.ac.uk
Dataset Summary
Supported Tasks
Classification masking of cancer in… See the full description on the dataset page: https://huggingface.co/datasets/SinKove/synthetic_mammography_csaw.3D-MammographyDataset
3D Mammography (Digital Breast Tomosynthesis) Dataset
Overview
This dataset contains annotated 3D mammography (Digital Breast Tomosynthesis, DBT) imaging data for research in breast cancer detection using machine learning.
The dataset was developed through a collaboration between iMerit, Segmed, and Advocate Health.
Full dataset access:
https://imerit.net/3d-mammogram-dataset/
Official announcement:… See the full description on the dataset page: https://huggingface.co/datasets/iMerit/3D-MammographyDataset.