Area of research
Biomedical Engineering · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Photoacoustic and Ultrasonic Imaging, Optical Imaging and Spectroscopy Techniques, Thermography and Photoacoustic Techniques, and Infrared Thermography in Medicine.
Photoacoustic imaging for monitoring radiotherapy treatment response in head and neck tumors
Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks
Depth-Specific Hypoxic Responses to Spreading Depolarizations in Gyrencephalic Swine Cortex Unveiled by Photoacoustic Imaging
Mild hypothermia reduces spreading depolarizations and infarct size in a swine model
Semantic segmentation of multispectral photoacoustic images using deep learning
Photoacoustic image synthesis with generative adversarial networks
Spatial and temporal frequency band changes during infarct induction, infarct progression, and spreading depolarizations in the gyrencephalic brain
Deep learning-based semantic segmentation of clinically relevant tissue structures leveraging multispectral photoacoustic images
Learned spectral decoloring enables photoacoustic oximetry
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern
Semantic segmentation of multispectral photoacoustic images using deep learning
Generation of training data for quantitative photoacoustic imaging
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern
Tattoo tomography: an optical pattern approach for context-aware photoacoustics
Photoacoustic monitoring of blood oxygenation during neurosurgical interventions