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 11 bone fracture detection frameworks tracked. The highest-rated is Alkoby/Bone-Fracture-Detection at 33/100 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...

33
Emerging
2 YzzLiu/FracSegNet

A deep-learning method for segmenting fractures from 3D CT images.

31
Emerging
3 ashita03/Bone-Fracture-Detection

Streamlit web-app based Bone Fracture detection using YoloV8, FasterRCNN...

29
Experimental
4 arianaira/Radiography-bone-fracture-segmentation

Detecting fracture in bone using SAM ViT-b

26
Experimental
5 ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation

This repository contains the official code for the paper "Enhancing wrist...

18
Experimental
6 ayzrixsiev/MedVision-XRay-Anomaly-Detection

A system to detect anomalies such as fractures in X-ray images using image...

15
Experimental
7 alok-devforge/BoneFractureDetection

Its a bone fracture detection project implemented using CNN, ResNet, and...

13
Experimental
8 HoseinRanjbar/R2I-Medical-Imaging

Bone-fracture classification with a focus on robustness and interpretability.

12
Experimental
9 HitanDubey/Bone_detection_web_app

Upload an X-ray image. Our AI-powered web app instantly analyzes it to...

12
Experimental
10 AzyriAI/yolov9-docker-rest-service-xray-fracture

Docker Production Ready YoloV9: REST Service for x-ray fracture detection

11
Experimental
11 Nidhul-paik/fracture-detection

Fracture Detection in Arm X-rays using YOLOv8 — A deep learning web...

11
Experimental