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