Real-time ultrasound AI segmentation and volume reconstruction

Only open-source software was used in this video:
- 3D Slicer: www.slicer.org/
- PLUS: plustoolkit.gi...
- Segmentation UNet module: github.com/Sli...
Example data to reproduce results on your computer:
1drv.ms/u/s!Ah...
For more examples of parallel processes in 3D Slicer: github.com/pie...
Special thanks to Zac Baum for his help in preparing this tutorial: zacbaum.github...
Contents of this video
0:00 - Install software and modules
1:34 - Segmentation prediction
6:33 - Volume reconstruction
7:49 - Surgical navigation application

[@mauigna07]

Wow this is so great. Beautiful work!

[@mmmm-er9jy]

Hello，I have a problem.Now that I have ultrasound images and their corresponding position information, the position information is magnetic positioning, how to use 3dSlicer to combine the two for a 3D reconstruction? Thanks!

[@PerkLabResearch]

This is what the Volume Reconstructor module does. Please post your question on the Slicer forum - discourse.slicer.org - as this topic is more complex than something that can be discussed in KZbin comments.

[@sadafhajiha948]

Is this a pre-trained model? I could not access the example data to reproduce on my computer.

[@ungitamas]

I've updated the link in the description for the sample data and trained model.

[@vladimirzilberman4073]

Nice job. And where is the AI is working?

[@AndrasLasso]

You can see the red overlay (e.g., from 4:40), that's the segmentation that the AI creates.