MaVesselTrack

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 r1.2 - 26 Feb 2021 - 13:55 - SuprosannaShit