乳腺超声图像数据集(BUSI)
乳腺超声图像数据集，用于良恶性病变分类和分割。
基本信息
资源简介
该数据集包含小型（约500×500像素）乳腺超声图像，适用于良性和恶性病变的分类和分割任务。
下载信息
注册下载
Tips: 该数据集需要在对应的数据源网站注册通过后，才能进行数据下载，注册有对应要求，或者需要收费。
暂未开放公开下载
Tips: 该数据集属于公开下载，应该可以免费公开下载。
免登录有偿下载
Tips: 该数据集 Qianfanghub 可以协助提供有偿下载服务，注意，服务不针对数据相关产权，只是技术服务费。
提供高速下载与技术交付服务（收技术服务费，非数据销售）
暂未开放千方医数集，医疗数据集部分，是为社区服务的公开医疗数据集搜索引擎，并不存储或者下载原始的任何数据。 如果您有其他医疗数据需求，可以和客服联系，或者下工单。我们有强大的三甲医疗机构帮助您提供个性化的医疗数据定制、采集、标注服务。
使用方式
数据集获取
# 克隆仓库（含数据与代码）
git clone https://github.com/hugofigueiras/Breast-Cancer-Imaging-Datasets.git
# 或仅下载打包文件
curl -L -o repo.zip https://github.com/hugofigueiras/Breast-Cancer-Imaging-Datasets/archive/refs/heads/main.zip
unzip repo.zip
数据集大小约 0.01 GB。
源站 README 摘录（使用方式）
Breast-Cancer-Imaging-Datasets
This repository serves as a centralized resource listing various breast imaging and pathology datasets commonly used in academic research, clinical training, and machine learning applications. The goal is to provide detailed summaries of key characteristics, usage instructions, and guidance on how to obtain these datasets, all in one place.
If you know any more datasets, and want to contribute, please submit a pull request and I’'ll happily approve it.
Introduction
This repository provides a curated list of breast imaging and histopathology datasets, aiming to streamline access for researchers, clinicians, and students. Here, the datasets are separated by each modality for easier understanding. This repository is composed of 35 publicly available datasets.
Below is a histogram showing the number of datasets in each modality, and pie chart representations that visualize the distribution of datasets by modality.
Histogram of Datasets by Modality:
Pie Chart of Datasets Distribution by Modality:
Table of Contents
Datasets
Ultrasound
| Dataset | Subjects | Nº Samples | Format | Size | Year | Cite | Access data |
|---|---|---|---|---|---|---|---|
| Breast Ultrasound Images (BUSI) | 600 | 780 | PNG | 204MB | 2020 | Dataset of breast ultrasound images | Download here |
| Breast Lesions USG | 256 | 522 | PNG | 66.67MB | 2024 | Curated benchmark dataset for ultrasound based breast lesion analysis | Download here |
| UDIAT Breast Ultrasound Dataset B | 163 | 163 |
数据说明
该数据集包含小型（约500×500像素）乳腺超声图像，适用于良性和恶性病变的分类和分割任务。
完整仓库：github.com/hugofigueiras/Breast-Cancer-Imaging-Datasets
精度瓶颈？数据缺失？
当前公开数据无法满足您的算法精度？千方提供针对 乳腺癌 的高质量、多模态真实临床数据定制解决方案。
