Habib Zaidi
Group name: PET Instrumentation and Neurosciences Laboratory (PinLab)
Affiliations: Faculty of Medicine, Geneva University Hospitals, Department of Radiology and Medical Informatics
Domains: Development and Plasticity
Keywords: brain imaging, brain networks, technique development
Research activities
Our objective is to develop image reconstruction techniques, modeling/simulation tools and accurate attenuation and scatter correction techniques for Positron Emission Tomography (PET) and Single-Photon Emission Computed Tomography (SPECT), as well as the assessment of new possible designs of PET detection modules using sophisticated Monte Carlo techniques. We are particularly interested in improving the quality and quantitative accuracy of nuclear medicine images, and statistical analysis of different reconstruction algorithms and attenuation and scatter correction techniques. We are particularly interested in developing brain imaging protocols using nuclear medicine technology to study brain function and to apply multivariate statistics to brain images to study the neurofunctional networks underlying cognitive performance. More recently, the lab has been involved in the development of detector modules and novel designs for dedicated high-resolution PET cameras in collaboration with CERN and other research institutions.
Latest publications
Impact of dose reduction and multi-parametric harmonization on multi-organ radiomics robustness in total-body PET imaging: Methodological implications for quantitative theranostics.
Nonlinear stability phenotypes and collapse dynamics of multi-organ radiomics in total-body PET imaging: toward digital twin-oriented robustness assessment.
Enhanced Lymphoma Subtype Classification and Prognosis Using Machine Learning with F-FDG PET/CT Radiomics: Beyond SUV.
Artificial Intelligence Across the Cancer Theranostics Workflow: Critical Appraisal of Current Evidence and Future Clinical Translation.
Contact
Département de radiologie et informatique médicale
HUG
Email: Habib.Zaidi@hcuge.ch