Mura Stanford Bone X-Ray Abnormalities Detection*

MURA (musculoskeletal radiographs) is a large dataset of bone X-rays of seven body parts.

Dataset:

• To obtain the dataset please contact StanfordMLGroup or email them. They will send a download link along with a Research Use Agreement contract form.

Contains X-Ray of following parts

• XR_ELBOW
• XR_FINGER
• XR_FOREARM
• XR_HAND
• XR_HUMERUS
• XR_SHOULDER
• XR_WRIST

Objective:

• To build an image classifier that can distinguish between Normal and Abnormal bone Deformaties by seeing the X-Ray images.

Project Notebooks

• Data Preparation Notebook

• Model Training Notebook

MURA is one of the largest public radiographic image datasets offered by Stanford University.

On going Project