Bone Fracture Detection ML Frameworks
ML projects and applications for detecting bone fractures in X-ray images using computer vision models (YOLO, DETR, ResNet, etc.). Does NOT include general medical imaging, other fracture types beyond bone, or non-fracture anomaly detection in X-rays.
There are 8 bone fracture detection frameworks tracked. The highest-rated is Alkoby/Bone-Fracture-Detection at 40/100 with 154 stars.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
Alkoby/Bone-Fracture-Detection
Bone Fracture Detection using deep learning (Resnet50) - Final project in... |
|
Emerging |
| 2 |
YzzLiu/FracSegNet
A deep-learning method for segmenting fractures from 3D CT images. |
|
Emerging |
| 3 |
ashita03/Bone-Fracture-Detection
Streamlit web-app based Bone Fracture detection using YoloV8, FasterRCNN... |
|
Emerging |
| 4 |
alok-devforge/BoneFractureDetection
Its a bone fracture detection project implemented using CNN, ResNet, and... |
|
Experimental |
| 5 |
HoseinRanjbar/R2I-Medical-Imaging
Bone-fracture classification with a focus on robustness and interpretability. |
|
Experimental |
| 6 |
AzyriAI/yolov9-docker-rest-service-xray-fracture
Docker Production Ready YoloV9: REST Service for x-ray fracture detection |
|
Experimental |
| 7 |
ayzrixsiev/MedVision-XRay-Anomaly-Detection
A system to detect anomalies such as fractures in X-ray images using image... |
|
Experimental |
| 8 |
Akhil1409906/Hand-Bone-Fracture-Detection-in-X-Ray-Images-Using-Hybrid-YOLO-V8-for-Enhanced-Diagnosis
This project uses YOLO V8 for detecting hand bone fractures in X-ray images.... |
|
Experimental |