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Techn. Fakultät Willkommen am Institut für Informatik FAU-Logo

Dr.-Ing. Dominik Neumann

Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Robust Personalization of Multi-Scale, Multi-Physics Computational Models of the Human Heart with Self-Taught Artificial Agents and Uncertainty Quantification

Curriculum Vitae

Education
since 2013Opens external link in new windowPattern Recognition Lab, Friedrich-Alexander University Erlangen-Nürnberg
in cooperation with Opens external link in new windowSiemens Healthineers, Erlangen and Princeton, USA
PhD candidate
10/2010 - 09/2012Opens external link in new windowFriedrich-Alexander University Erlangen-Nürnberg - Master of Science in Computer Science
  • Major: Pattern Recognition, Computer Vision, Artificial Intelligence, Distributed Systems
  • Minor: Medical Image Processing
  • Master Thesis: "Robust Model-based Fusion of Pre- and Intra-operative Images"
  • Master Project: "Accelerating Nearest Neighbour Queries on the GPU"
10/2007 - 09/2010Opens external link in new windowFriedrich-Alexander University Erlangen-Nürnberg - Bachelor of Science in Computer Science
  • Major: Computer Graphics, Operating Systems
  • Minor: Business Economics
  • Bachelor Thesis: "Determining the Camera Response Function"
06/2007Opens external link in new windowGregor-Mendel-Gymnasium Amberg - Abitur (University Entrance Qualification)
Work Experience
since 11/2015Opens external link in new windowSiemens Healthineers, Medical Imaging Technologies, Erlangen
Research Scientist
11/2012 - 12/2012Opens external link in new windowSiemens AG, Corporate Technology, Imaging and Computer Vision, Erlangen
Working Student (Medical Imaging)
04/2012 - 10/2012Opens external link in new windowSiemens Corporate Research, Imaging and Computer Vision, Princeton, New Jersey, USA
Internship (Master Thesis)
12/2011 - 03/2012Opens external link in new windowSiemens AG, Corporate Technology, Imaging and Computer Vision, Erlangen
Working Student (Medical Image Fusion)
03/2010 - 05/2011Opens external link in new windowSiemens AG, Sector Healthcare, Erlangen
Working Student (Magnetically Guided Capsule Endoscopy)
11/2009 - 03/2010Opens external link in new windowDepartment of Computer Science 12 (Hardware-Software-Co-Design), Erlangen
Tutor (Computer Engineering)
11/2008 - 03/2009Opens external link in new windowDepartment of Computer Science 12 (Hardware-Software-Co-Design), Erlangen
Tutor (Computer Engineering)
08/2008Opens external link in new windowSiemens AG, Sector Industry, Amberg
Holiday Work (GUI Programming)
08/2005 - 09/2007Opens external link in new windowSiemens AG, Sector Industry, Amberg
Holiday Work (Automation & Drives) - several short term contracts