astro-lab
- exploiting rhessi data: solar hard x-ray imaging, spectroscopy, imaging spectroscopy
- instruments other than rhessi: pattern recognition in sdo; simulation and data analysis in stix
- acceleration and energy release in solar flares: model selection for energy transport; model selection for particle acceleration
- reconstruction and visualization in medical imaging: image reconstruction in pet/spect; image reconstruction in micro-pet; image reconstruction and processsing in mri
- computational hematology: distribution of hematopoietic bone marrow in humans; bone marrow physiology in animal models; models for stem cells trafficking
- simulation in cryosurgery: cold front propagation in biological tissues; optimal design of cryosurgical experiments
- exploitation of eeg/meg data: regularization methods for eeg/meg data analysis; bayesian methods for eeg/meg source modeling; optimal design of meg devices
- forward methods in eeg/meg: lead-field matrix computation; simulation of bioelectric and biomagnetic signals
- streams in the visual and motor systems: neuroscientific models of visual recognitions; mirror neurons in humans; stochastic resonance in the visual cortex
- foundation and optimization of qualitative inverse scattering: physical interpretation of qualitative inverse scattering methods; optimization of the linear sampling method
- formulation and implementation of quantitative scattering methods: development of hybrid methods; development of forward scattering methods
- application of scattering methods to biomedicine: breast cancer detection using microwaves
- regularization theory for ill-posed problems: constrained iterative algorithms, optimization techniques, statistical methods; connections with statistical learning
- soft computing: fuzzy algorithms, evolutionary techniques, neural networks
- applications: pattern recognition, image segmentation, clustering of data