Project: VolumeAXI

[Jeanneclre]

Category

Segmentation / Classification / Landmarking

Presenter Location

Online

Key Investigators

• Jeanne CLARET (University of Michigan, USA)

Project Description

VolumeAXI is an ambitious project aimed at developing an AI system capable of automatically explaining and interpreting different application from CBCT scans.

The first clinical application of VolumeAXI is related to dentistry, on teeth impaction and the potential adjacent damages they could cause.

Objective

For the first clinical application: classification of the position, the adjacent damages and the Kurol Overlap with explainability and interpretability of the results.

Approach and Plan

1. Pre-process of the CBCT to get the most of the data we need.

2. Try different model training with PyTorch.

Progress and Next Steps

1. Actually trying different preprocessing of the CBCT on neural network.

Illustrations

No response

Background and References

No response

[github-actions]

Project Page Pull Request Creation

✅ COMPLETED: See #841