MaTrackVessel

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

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MA: 3D vessel tracking using transformer

Advisor: Bjoern Menze
Supervision by: Suprosanna Shit
Anjany Kumar Sekuboyina

Abstract

The goal of this project is to develop a novel deep learning-based method leveraging transformer to track multiple vessel instances in 3D medical image volumes.

References

1. https://arxiv.org/pdf/2012.15460.pdf
2. https://arxiv.org/pdf/2101.02702.pdf
3. https://arxiv.org/pdf/2012.15840.pdf
4. https://arxiv.org/pdf/2011.10881.pdf

Requirements

  • Sound knowledge about deep learning and linear algebra.
  • Good programming skills in PyTorch?.

Contact

Suprosanna Shit
Anjany Kumar Sekuboyina
Bjoern Menze

ProjectForm
Title: 3D vessel tracking using transformer
Abstract: The goal of this project is to develop a novel deep learning-based method leveraging transformer to track multiple vessel instances in 3D medical image volumes.
Student:  
Director: Bjoern Menze
Supervisor: Suprosanna Shit
Anjany Kumar Sekuboyina
Type: Master Thesis
Area:  
Status: open
Start:  
Finish:  
Thesis (optional):  
Picture:  


Edit | Attach | Refresh | Diffs | More | Revision r1.1 - 18 Nov 2021 - 09:31 - SuprosannaShit