Detail

Keywords

Pulse; Quantum Theory; Ultrahigh field MRI

Research group(s)

• Applied Quantum Computing Group
  Head: Laszlo Papp
  Research Area: Quantum imaging, radiomics and AI; Classic-Quantum adoption;
  Members:
  Laszlo Papp
  Christoph Brandner
  Sasan Moradi

Research interests

Quantum Computing,; (Ultra-)high field MRI; Parallel Transmission (pTx) of RF pulses; Acceleration of pulse design algorithms; Numeric ways to simulate magnetic excitation and inversion profiles; GPU Computing; Parallel Programming; Realtime models in pTx pulse design.

Techniques, methods & infrastructure

• Acceleration of Optimal Control based RF Pulse Design
• CPU/GPU Architectures
• Parallel Programming Design Patterns
• Realtime Simulation Models
• Quantum Computing Simulation

Selected publications

1. Meyer, B.M. et al. (2019) ‘Prefrontal networks dynamically related to recovery from major depressive disorder: a longitudinal pharmacological fMRI study’, Translational Psychiatry, 9(1). Available at: http://dx.doi.org/10.1038/s41398-019-0395-8.
2. https://derstandard.at/2000098217705/Gehirn-zeigt-anwie-gut-Depression-behandelbar-ist
3. https://www.medica.de/cgi-bin/md_medica/lib/pub/tt.cgi/Bildgebung_verr%C3%A4t_wie_gut_eine_Depression_behandelbar_ist.html?oid=99464&lang=1&ticket=g_u_e_s_t
4. Hangel, G. et al. (2021) ‘Inter‐subject stability and regional concentration estimates of 3D‐FID‐MRSI in the human brain at 7 T’, NMR in Biomedicine, 34(12). Available at: http://dx.doi.org/10.1002/nbm.4596.
5. Moradi, S. et al. (2022) ‘Clinical data classification with noisy intermediate scale quantum computers’, Scientific Reports, 12(1). Available at: http://dx.doi.org/10.1038/s41598-022-05971-9.