TimoNiklasLoehr

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

Timo Löhr, M.Sc.

Image-Based Biomedical Modeling Group (Prof. Dr. Bjoern Menze)
PhD candidate

Office
Center for Translational Cancer Research (TranslaTUM)
Klinikum rechts der Isar, Trogerstr 1, 81675 Munich

[my firstname].loehr@tum.de

Research Focus
My research interest is motivated by the unexploited potential of MR image analysis based on Deep Learning methodologies. Especially the extraction of information relevant to the diagnosis and prognosis of Multiple Sclerosis and the longitudinal prediction of the disease course is at the core of my studies. This includes the development of Deep Learning techniques in order to not only detect, localize and segment lesions in human brain scans, but also model and predict the future progression. Simultaneously, I'm interested in novel Deep Learning methods, such as Graph Learning/Geometric Deep Learning, tackling state-of-the-art challenges in biomedical imaging.

Projects for students

We are inviting applications for several exciting research opportunities for Master students with our group. Please also feel free to reach out if you are interested in a Bachelor thesis, research project, etc. The projects are intended for students in Informatics, Electrical Engineering, or related fields. Please refer to the project descriptions below for more detailed information.

We expect all students to have:

  • Prior theoretical knowledge on deep learning
  • Some practical experience with deep learning (PyTorch or TensorFlow)
  • Good Python coding skills
  • Ideally experience in computer vision / medical image analysis

Background

  • since 2020: Ph.D. candidate at IBBM group (TU Munich) with Prof. Dr. Bjoern Menze and TUM Neuroradiology (Klinikum rechts der Isar)
  • 2020: M.Sc. in Computer Science from TU Munich
  • 2016: B.Sc. in Computer Science from TU Dortmund

Publications


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Title: M.Sc.
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Firstname: Timo
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Lastname: Löhr
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Nationality: Germany
Languages: English, German, French
Groups: Image-Based Biomedical Modeling
Expertise: Segmentation, Medical Imaging, Computer Vision
Position: Scientific Staff
Status: Active
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Edit | Attach | Refresh | Diffs | More | Revision r1.6 - 27 Oct 2020 - 15:56 - TimoNiklasLoehr

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