People

My academic and research interests lie on biomedical and biomechanical studies and applications. More specifically, I am working in Image-Based Modelling and in Haemodynamics area with the use of computational fluid dynamics (CFD).

• Brain-computer Interface
• Neurorehabilitation
• Signal Processing
• Cloud Computing
• Embedded system
• Internet of Things

My main research activity has been lately data protection and the anonymisation of DICOM objects in particular. I am interested in the different privacy requirements for different usages and for the different stages of the data in a research project (internal use, public data access). I am also interested in the development of parallel applications, in particular in the possibility of using GP-GPUs (General Purpose Graphics Processing Unit) for data parallel applications in brain imaging. I think there is a lot of potential in this technology and it would allow having a considerable computing power available in small departments without the management burden of clusters.

Deep Learning use-cases in Radiology and Pathology

Clinical Deployment of AI

Human genetics
Complex traits
Morphological traits
Bone morphology
Image analysis and data extraction

Retinal imaging, image processing, automated image analysis, machine learning, medical devices, ophthalmology, eye health care, eye diseases, systemic diseases apparent in the eye.

Social cognition, neuroeconomics, computational psychiatry, schizophrenia, anxiety, bipolar disorder, depression, imaging genetics

I am interested with real-time image analysis using machine learning method.