ACL-PCL
收藏DataCite Commons2025-05-16 更新2025-05-17 收录
下载链接：
https://data.mendeley.com/datasets/fjns2xzhrr
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资源简介：
The ACL-PCL Dataset is a curated collection of knee MRI scans annotated for Anterior Cruciate Ligament (ACL) and Posterior Cruciate Ligament (PCL) conditions. It includes preprocessed, noise-reduced, and augmented images across multiple MRI views, labeled into four distinct classes for ligament assessment.
Key Features:
Image Types & Views:
Axial view
Coronal view
Sagittal T2-weighted view
Sagittal Proton Density Fat-Suppressed (PD FS) view
Classes (Annotations):
Normal ACL
Normal PCL
Torn ACL
Torn PCL
Preprocessing Steps:
Resized to uniform dimensions for consistency.
Noise reduction applied to enhance image quality.
Manual annotation by experts (radiologists/orthopedic specialists).
Data Augmentation:
Applied to increase diversity and robustness (e.g., rotations, flips, brightness adjustments).
Purpose:
Automated ligament tear detection.
Multi-class classification of knee ligament health.
Comparative analysis of MRI views for ACL/PCL diagnostics.
Potential Applications:
Medical imaging research.
AI-assisted diagnosis tools.
Educational datasets for radiology/orthopedics.
Dataset Statistics (Example):
Total images: [970] (post-augmentation).
Resolution: 640x640.
Ethical Considerations:
Patient identifiers removed (de-identified).
提供机构：
Mendeley Data
创建时间：
2025-05-16
