Related Experiment Video
Updated: Jun 30, 2026
07:56
Digital Planimetry for Assessing Wound Closure Kinetics in a Mouse Model
Published on: January 10, 2025
[An Improved Faster R-CNN Method for Wound Detection]
Sisi Zhang1, Zhongxiang Shi1, Feng Jiang1
1（ 250021）Ward Ⅰ, Department of Critical Care Medicine, Central Hospital District, Shandong First Medical University Affiliated Provincial Hospital, Jinan 250021, China.
Summary
This study enhances Faster Region-based Convolutional Neural Network (Faster R-CNN) for wound detection (WD-IFRCNN) using attention mechanisms and improved post-processing. The WD-IFRCNN model significantly increases the accuracy and stability of detecting wounds in complex scenarios.
Area of Science:
- Medical Imaging
- Computer Vision
- Artificial Intelligence
