Stud.IP Uni Oldenburg
University of Oldenburg
22.09.2021 11:14:17
ThesisTopics

Personal details

Title Multimodal imaging and diagnosis of skin cancer by optical diagnosis
Description

Multimodal imaging and diagnosis of skin cancer. A combination of optical coherence tomography, optoacoustics, and Raman spectroscopy will be employed.  Thesis work at  HOT – Hannover Centre for Optical Technologies within the group of  Applied Photonics - Optical analysis, sensor technology and spectroscopy.

Home institution Institute of Physics
Type of work practical / application-focused
Type of thesis Bachelor's or Master's degree
Author Prof. Dr. Walter Neu, Dipl.-Phys.
Status available
Problem statement
Multimodal imaging and diagnosis of skin cancer. A combination of OCT, photoacoustics (optoacoustics) and Raman spectroscopy is employed. Presumably conventional ultrasound will be added as an extra.  The challenge is to combine all these modalities in a single scanning unit, synchronize them and "stitch" the images together. The large amount of data will also allow machine learning or deep learning to either enhance, classify or segment the images (for example, the skin layers). 
Requirement
Good knowledge in optics, laser, and spectroscopy. Interest in AI as a tool in categorization and diagnostics.
Created 10/07/21

Study data

Departments
  • HochschullehrerIn
Degree programmes
  • Bachelor's Programme Engineering Physics
  • Master's Programme Engineering Physics
Assigned courses No courses assigned
Contact person