PancreaticRadiomics

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

MA: Radiomics and AI in Pancreatic Ductal Adenocarcinoma

Advisor: Prof. Bjoern Menze
Supervision by: Fernando Navarro

Abstract

The department on Quantitative Oncological Imaging of the Institute for Diagnostic and Interventional Radiology at the Klinikum rechts der Isar is looking for a master student at the earliest possible date to complete a master thesis with the topic: "Radiomics and AI in Pancreatic Ductal Adenocarcinoma". The supervision is provided by the AG Menze (TUM Informatics / TranslaTUM?) and the AG Braren (Radiology) and takes place at the Institute of Diagnostic and Interventional Radiology (Klinikum rechts der Isar, Ismaninger Str. 22).

Tasks

Implementation of a quantitative imaging workflow with data collection, segmentation, and feature extraction, as well as neural network analysis.

Requirements

  • Sound theoretical knowledge in quantitative imaging (feature extraction, inferential/multivariate statistics, variable clustering and dimension reduction, regression and decision trees, image classification)
  • Knowledge of a relevant programming language (preferably Python)
  • Knowledge of the English language
  • Knowledge in MATLAB is desirable

Contact

Fernando Navarro

Bjoern Menze

Rickmer Braren


ProjectForm
Title: Radiomics and AI in Pancreatic Ductal Adenocarcinoma
Abstract: The department on Quantitative Oncological Imaging of the Institute for Diagnostic and Interventional Radiology at the Klinikum rechts der Isar is looking for a master student at the earliest possible date to complete a master thesis with the topic: "Radiomics and AI in Pancreatic Ductal Adenocarcinoma". The supervision is provided by the AG Menze (TUM Informatics / TranslaTUM?) and the AG Braren (Radiology) and takes place at the Institute of Diagnostic and Interventional Radiology (Klinikum rechts der Isar, Ismaninger Str. 22).
Student:  
Director: Prof. Bjoern Menze
Supervisor: Fernando Navarro
Type: DA/MA/BA
Area:  
Status: open
Start:  
Finish:  
Thesis (optional):  
Picture:  


Edit | Attach | Refresh | Diffs | More | Revision r1.4 - 22 Feb 2019 - 14:28 - FernandoNavarro