Area of research
Radiology, Nuclear Medicine and Imaging · Biomedical Engineering
Research interest
Research interests include Photoacoustic and Ultrasonic Imaging, Optical Imaging and Spectroscopy Techniques, Advanced MRI Techniques and Applications, and Thermography and Photoacoustic Techniques.
Depth-Specific Hypoxic Responses to Spreading Depolarizations in Gyrencephalic Swine Cortex Unveiled by Photoacoustic Imaging
Learned spectral decoloring enables photoacoustic oximetry
Systematic multi-omics cell line profiling uncovers principles of Ewing sarcoma fusion oncogene-mediated gene regulation
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging
Light source calibration for multispectral imaging in surgery
Context encoding enables machine learning-based quantitative photoacoustics (Erratum)
Deep learning-based oxygenation estimation for multispectral photoacoustic imaging (Conference Presentation)
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI)
Photoacoustic monitoring of blood oxygenation during neurosurgical interventions
An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation
International Photoacoustic Standardisation Consortium (IPASC): overview (Conference Presentation)
Photoacoustics can image spreading depolarization deep in gyrencephalic brain
Reconstruction of initial pressure from limited view photoacoustic images using deep learning
Context encoding enables machine learning-based quantitative photoacoustics
Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging
Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics
Confidence estimation for quantitative photoacoustic imaging
Real-time delay multiply and sum beamforming for multispectral photoacoustics (Conference Presentation)
Real-time in vivo blood oxygenation measurements with an open-source software platform for translational photoacoustic research (Conference Presentation)
MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions
Freehand photoacoustic tomography for 3D angiography using local gradient information