MaTransHistology

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

MA: Transfer learning for metastasis detection and classification in histology images

Advisor: Bjoern Menze
Supervision by: Amir Hossein Bayat, Suprosanna Shit

Abstract

Tasks

Develop deep learning algorithms for efficient transfer learning of primary metastasis in histology images.

Requirements

  • Sound knowledge about deep neural network models for object detection.
  • Good programming skills in PyTorch?.

Contact

Amir Hossein Bayat
Suprosanna Shit

Bjoern Menze

ProjectForm
Title: Transfer learning for metastasis detection and classification in histology images
Abstract:  
Student:  
Director: Bjoern Menze
Supervisor: Amir Hossein Bayat, Suprosanna Shit
Type: DA/MA/BA
Area: Segmentation, Machine Learning, Medical Imaging, Computer Vision
Status: open
Start:  
Finish:  
Thesis (optional):  
Picture:  


Edit | Attach | Refresh | Diffs | More | Revision r1.1 - 03 Jul 2020 - 17:31 - SuprosannaShit