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).

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). The option to continue working as a student assistant after the project is possible.

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 r1.2 - 14 Jan 2019 - 10:47 - FernandoNavarro