X-Ray
EHR
database500GB
MIMIC-CXR-V2
A large publicly available dataset of chest radiographs with free-text radiology reports. Contains 377,110 images corresponding to 227,827 imaging studies.
开源数据集
为全球医学人工智能研究者提供经过严格脱敏、标准化处理的高质量医疗数据资源。支持多模态分析与临床验证。
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MRI
Multimodal
database1.2TB
BrATS 2024
Multimodal Brain Tumor Segmentation Challenge dataset. Includes multi-institutional routine clinically-acquired pre-operative multimodal MRI scans of glioblastoma.
CT
Image Processing
database350GB
Medical-Denoise-X
Low-dose CT image denoising benchmark dataset. Paired normal-dose and simulated low-dose CT scans from 500+ clinical patients across different vendors.
WSI
Pathology
database2.5TB
TCGA-Lung-Path
Whole slide images (WSI) from The Cancer Genome Atlas focused on lung squamous cell carcinoma and lung adenocarcinoma, with diagnostic metadata.
ECG
Time Series
database85GB
PTB-XL Arrhythmia
A large clinical 12-lead ECG dataset containing 21,837 records from 18,885 patients, annotated with diagnostic statements conforming to the SCP-ECG standard.