Area of research
Radiology, Nuclear Medicine and Imaging · Biomedical Engineering
Research interest
Research interests include Optical Imaging and Spectroscopy Techniques, Photoacoustic and Ultrasonic Imaging, Target Tracking and Data Fusion in Sensor Networks, and Medical Image Segmentation Techniques.
The SPECTRAL Perfusion Arm Clamping dAtaset (SPECTRALPACA) for video-rate functional imaging of the skin
Spectral imaging enables contrast agent–free real-time ischemia monitoring in laparoscopic surgery
Spectral imaging enables contrast agent-free real-time ischemia monitoring in laparoscopic surgery
Band selection for oxygenation estimation with multispectral/hyperspectral imaging
Video-rate multispectral imaging in laparoscopic surgery: First-in-human application
batchgenerators - a python framework for data augmentation
Light source calibration for multispectral imaging in surgery
Abstract: nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis
Task-specific multispectral band selection
arXiv (Cornell University) 2019cited by 0position: first
Analyzing Inverse Problems with Invertible Neural Networks
Domain and task specific multispectral band selection (Conference Presentation)
Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed
Tissue classification for laparoscopic image understanding based on multispectral texture analysis
Path Assignment Techniques For Vehicle Tracking
Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression
Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence
Why the association log-likelihood distance should be used for measurement-to-track association
Tissue classification for laparoscopic image understanding based on multispectral texture analysis
A Complete Derivation Of The Association Log-Likelihood Distance For Multi-Object Tracking
Endoscopic Sheffield Index for Unsupervised In Vivo Spectral Band Selection
Path assignment techniques for vehicle tracking