Friedrich-Alexander-Universität Erlangen
Lehrstuhl für Mustererkennung
Martensstraße 3
91058 Erlangen

Projects

Optimisation of Acquisition- and Reconstruction Techniques for Fatty-Acid Composition Quantification in the Liver
  • In order to discriminate between diseases of the non-alcoholic fatty liver disease (NAFLD) spectrum, additionally to the total amount of deposited liver fat, knowledge about the relative fractions of different fatty acids might be valuable. The fatty acids determine the relative areas under peaks of the multi-peak fat spectrum, which can be used to measure their degree of saturation using Magnetic Resonance Imaging (MRI).

    The aim of this project is to develop a method yielding accurate information about the fatty acid composition in the liver using MRI. The technique ought to measure the fraction of unsaturated, mono-unsaturated, poly-unsaturated as well as saturated fat in percent with high enough spatial resolution, such that local changes in the composition can be captured. This not only includes proper post-processing of reconstructed MR contrast images, but also the optimization of the selected acquisition and reconstruction techniques.

    This PhD project is in cooperation with Siemens AG, Healthcare, Erlangen.

    Articles in Conference Proceedings
    Schneider, Manuel; Lugauer, Felix; Hoppe, Elisabeth; Nickel, Dominik; Dale, Brian M; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa R
    Accuracy of Fatty Acid Quantification using Bipolar Multi-Echo MRI for Varying Numbers of Echoes
    Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 5615, 2018 (BiBTeX, Who cited this?)
    Schneider, Manuel; Lugauer, Felix; Janas, Gemini; Nickel, Dominik; Dale, Brian M; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa R
    Repeatability and Reproducibility of a New Method for Quantifying Triglyceride Saturation Using Bipolar Multi-Echo MRI
    Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 536, 2018 (BiBTeX, Who cited this?)
    Schneider, Manuel; Lugauer, Felix; Nickel, Dominik; Dale, Brian; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa
    Improving the Noise Propagation Behavior of Different Fatty Acid Quantification Techniques using Spectral Denoising
    Proceedings of the 25th Annual Meeting of the ISMRM (ISMRM 25th Annual Meeting & Exhibition), Honolulu, 22.-27.04.2017, pp. 5195, 2017 (BiBTeX, Who cited this?)

In order to discriminate between diseases of the non-alcoholic fatty liver disease (NAFLD) spectrum, additionally to the total amount of deposited liver fat, knowledge about the relative fractions of different fatty acids might be valuable. The fatty acids determine the relative areas under peaks of the multi-peak fat spectrum, which can be used to measure their degree of saturation using Magnetic Resonance Imaging (MRI).

The aim of this project is to develop a method yielding accurate information about the fatty acid composition in the liver using MRI. The technique ought to measure the fraction of unsaturated, mono-unsaturated, poly-unsaturated as well as saturated fat in percent with high enough spatial resolution, such that local changes in the composition can be captured. This not only includes proper post-processing of reconstructed MR contrast images, but also the optimization of the selected acquisition and reconstruction techniques.

This PhD project is in cooperation with Siemens AG, Healthcare, Erlangen.

Articles in Conference Proceedings
Schneider, Manuel; Lugauer, Felix; Hoppe, Elisabeth; Nickel, Dominik; Dale, Brian M; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa R
Accuracy of Fatty Acid Quantification using Bipolar Multi-Echo MRI for Varying Numbers of Echoes
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 5615, 2018 (BiBTeX, Who cited this?)
Schneider, Manuel; Lugauer, Felix; Janas, Gemini; Nickel, Dominik; Dale, Brian M; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa R
Repeatability and Reproducibility of a New Method for Quantifying Triglyceride Saturation Using Bipolar Multi-Echo MRI
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (26th Annual Meeting & Exhibition), Paris, France, 16.-21.06.2018, pp. 536, 2018 (BiBTeX, Who cited this?)
Schneider, Manuel; Lugauer, Felix; Nickel, Dominik; Dale, Brian; Kiefer, Berthold; Maier, Andreas; Bashir, Mustafa
Improving the Noise Propagation Behavior of Different Fatty Acid Quantification Techniques using Spectral Denoising
Proceedings of the 25th Annual Meeting of the ISMRM (ISMRM 25th Annual Meeting & Exhibition), Honolulu, 22.-27.04.2017, pp. 5195, 2017 (BiBTeX, Who cited this?)