Research Lines
The research of BIGR is organized in the following main research lines:
Projects
Current Projects
- Carotid plaque quantification in CTA data
- Quantification of brain aneurysm morphology and dynamics
- Coronary vessel analysis in CTA
- CTA lumen segmentation
- Distensibility measurements in ECG-gated Carotid CTA data
- 3D Fusion of histology and in vivo imaging of carotids
- Heart in 3D
- Plaque @ risk - multimodal image registration
- Plaque @ risk - plaque characterisation
- Evaluation framework for carotid lumen segmentation and stenosis grading
- Carotid quantification in MR data
- Noise reduction for X-ray based imaging
- PLAQMR - Quantitative MRI of carotid artery plaque
- Carotid plaque quantification from multispectral MRI
- Carotid wall segmentation in MR images
- Tracking in Molecular Bioimaging
- Cell Motion Registration and Analysis
- In-Vivo Molecular Image Analysis from Cell to Organism
- Image Enhancement and Super-Resolution in Molecular Imaging
- Advanced Algorithms for Neuron Tracing
- Multi-modal image registration: matching MRI with histology
- Multi-modal image analysis of tumour characteristics for treatment monitoring
- Developing tools for hyperthermia treatment planning
- Heterogeneity analysis in DCE-MRI
- Improved image guidance in intravascular interventions
- 3D Statistical shape modeling for improved intra-operative guidance
- Developing tools for hyperthermia treatment planning
- 4D US for improved image guidance in minimally invasive interventions
- EasyCTO – Computer Aided Image Guidance for Percutaneous Treatment of Coronary Chronic Total Occlusions
- Image Guidance in minimally invasive liver interventions
- OCT processing
- IMAGIC – Intelligent image guidance in cardiac interventions
- Improved Image Guidance for TACE
- Advanced MR neuroimaging in presenile dementia: Early differentiation between Alzheimer’s Disease and Frontotemporal Dementia by multimodal image analysis
- Non-rigid medical image registration and its application to cardiac image analysis
- Quantitative analysis of the neonatal brain on MRI
- Quantitative MRI for assessment of knee cartilage
- Imaging Biomarkers for Oncology Drug Development
- Medical Image Registration: Linking Algorithm and User
- Quantitative MRI: reconstruction
- EuroPOND: modelling of neurological disease
- Radiogenomics for low-grade glioma
- Radiomics: methods and applications
- Knowledge-based Segmentation of Brain Structures
- Quantitative Shape Analysis
- Pulmonary Image Analysis
- Early diagnosis of dementia by dissimilarity classification
- Models of the aging brain
- A transfer learning approach to MRI brain segmentation across scanner protocols
- Representation and transfer learning for medical image analysis
- Similarity-based transfer learning
- Aorta and Pulmonary Artery Segmentation in Non-Contrast CT
- Imaging Dementia: Brain Matters
- Fully Automated Brain Tissue Classification
- Diffusion MRI
- Extraction of Neuro Imaging Biomarkers from Clinical MR Data and its Applications
Past Projects
- Relation between 3D Architecture and Trabecular Bone Patterns in Radiographs
- White Matter Lesion Detection and Quantification in MR Data of the Brain
- Movement Registration for PRF-Based MR Thermometry
- Detection of Dystrophy-Related Asymmetry in Skin Temperature using Video-Thermography
- Assessment of Coronary Artery Lumen Area in MSCT Angiography
- Segmentation of Lesions in CT and MR Data by Region-Based Techniques
- Interactive Tracing of Neurites in Fluorescence Micrographs