BUSI dataset with scanner device augmentation

NIAID Data Ecosystem2026-05-10 收录

乳腺超声图像

乳腺肿瘤分割

数据链接：

https://figshare.com/articles/dataset/BUSI_dataset_with_scanner_device_augmentation/30571916 数据链接链接失效反馈

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资源简介：

BUSI dataset with scanner device augmentation

创建时间：

2025-11-09

BUSIS

乳腺超声图像

计算机辅助诊断

BUSIS数据集由哈尔滨工业大学、爱达荷大学和犹他州立大学等机构合作创建，包含562张乳腺超声图像，用于乳腺超声图像分割的基准测试。数据集中的图像来自多个超声设备，涵盖了从26岁到78岁的女性患者，旨在评估不同分割算法的性能。数据集的标注由四位经验丰富的放射科医生通过标准化程序完成，确保了标注的准确性。该数据集主要用于研究和开发计算机辅助诊断系统，特别是在乳腺肿瘤的自动检测和分割领域。

arXiv2021-10-19 更新5291

Segmentation performance compared with state-of-the-art segmentation models on the UDIAT and BUSI datasets.

乳腺超声图像

医学影像分析

Segmentation performance compared with state-of-the-art segmentation models on the UDIAT and BUSI datasets.

Figshare2022-08-11 更新60

Parameters of the numerical breast phantom.

乳腺超声图像

图像超分辨率重建

A novel breast ultrasound tomography system based on a circular array of capacitive micromechanical ultrasound transducers (CMUT) has broad application prospects. However, the images produced by this

NIAID Data Ecosystem30

Quantitative evaluation of BUS images of different input sizes.

乳腺超声图像

成像质量评估

Quantitative evaluation of BUS images of different input sizes.

NIAID Data Ecosystem60

Semantic segmentation evaluation metrics for 200 benign BUS images before and after applying fuzzy enhancement (based on one by one image processing).

乳腺超声图像

医学影像增强评估

Semantic segmentation evaluation metrics for 200 benign BUS images before and after applying fuzzy enhancement (based on one by one image processing).

Figshare2021-05-20 更新40

BUSI dataset with scanner device augmentation

资源简介：

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