mammography
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.