SpineNet

SpineNet is automated software for analysing clinical spinal MRI scans. Current functionality includes:

1. Detecting and labelling vertebral bodies in sagittally-sliced MRI scan across a range of common sequences (e.g. T1, T2, STIR etc.) and fields of view (lumbar, cervical, whole spine).

2. Performing radiological grading at each intervertebral disc level in T2 lumbar scans from T12/L1 to L5/S1 for a range of common degenerative changes.

As well as using SpineNet for detecting and labelling vertebral bodies and the existing radiological gradings, you can also use the codebase for finetuning the model to perform additional gradings. For example, we have previously adapted it to detect vertebral fractures, cauda equina, ankylosing spondylitis and other diseases.

Please note that by using SpineNet you agree to our terms of access. Amongst other things, this prohibits the use of SpineNet for commerical purposes. If you wish to acquire a more permissive licence of SpineNet, please contact us.

Contents:

• Getting Started
  • Installation
  • Download Weights
• Loading Scans
  • Scan IO
  • Example Scans
• Running SpineNet
  • Detecting Vertebral Bodies
  • Grading IVDS
• API
  • spinenet
  • spinenet.io
  • spinenet.SpineNet

Indices and tables

• Index

• Module Index

• Search Page