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M.Sc. Manuel Schultheiß

Photo von Manuel Schultheiß M.Sc..
Phone
+49 89 289-12672
Room
E-Mail
manuel.schultheiss@tum.de
Links
Page in TUMonline
Groups
Biomedical Physics
Institute of Radiology

Offered Bachelor’s or Master’s Theses Topics

AI/machine learning algorithms for the automated detection of respiratory diseases in chest CT scans

This project will focus on using AI/machine learning algorithms (i.e. deep convolutional neural networks) for the automated detection of respiratory diseases (e.g. COPD, COVID-19) in chest CT scans. The project will be carried out in close collaboration with the Department of Radiology at the TUM Klinikum Rechts der Isar and an external industrial collaborator.

Character of thesis work: mainly computational physics & image processing

For more information, please contact: Manuel Schultheiß (manuel.schultheiss@tum.de), Tobias Lasser (tobias.lasser@tum.de), or Franz Pfeiffer (franz.pfeiffer@tum.de).

suitable as
  • Master’s Thesis Condensed Matter Physics
  • Master’s Thesis Nuclear, Particle, and Astrophysics
  • Master’s Thesis Biophysics
  • Master’s Thesis Applied and Engineering Physics
  • Master’s Thesis Biomedical Engineering and Medical Physics
Supervisor: Franz Pfeiffer
Machine Learning (AI)-based denoising of limited angle, sparse sampling CT post-processing for head and chest CT applications

This project will focus on the potential usage of AI-based CT denoising methods (i.e. convolutional neural networks) for post-processing of CT scans aquired with a reduced number of projections in head or chest CT applications. The project will be carried out in close collaboration with the Department of Radiology at the TUM Klinikum Rechts der Isar and an external industrial collaborator.

Character of thesis work: mainly computational physics & image processing

For more information, please contact: Manuel Schultheiss (manuel.schultheiss@tum.de), Tobias Lasser (tobias.lasser@tum.de), or Franz Pfeiffer (franz.pfeiffer@tum.de).

suitable as
  • Master’s Thesis Condensed Matter Physics
  • Master’s Thesis Nuclear, Particle, and Astrophysics
  • Master’s Thesis Biophysics
  • Master’s Thesis Applied and Engineering Physics
  • Master’s Thesis Biomedical Engineering and Medical Physics
Supervisor: Franz Pfeiffer
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