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 Surgical Simulation and Training.
Photoacoustic imaging for monitoring radiotherapy treatment response in head and neck tumors
Application-driven validation of posteriors in inverse problems
Anthropomorphic tissue-mimicking phantoms for oximetry validation in multispectral optical imaging
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks
CholecTriplet2022: Show me a tool and tell me the triplet — An endoscopic vision challenge for surgical action triplet detection
Self-distillation for Surgical Action Recognition
Unsupervised Domain Transfer with Conditional Invertible Neural Networks
Efficient Photoacoustic Image Synthesis with Deep Learning
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection
Photoacoustic image synthesis with generative adversarial networks
Deep learning-based semantic segmentation of clinically relevant tissue structures leveraging multispectral photoacoustic images
Deep learning for spectral image synthesis
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern
Tattoo tomography: an optical pattern approach for context-aware photoacoustics