Alessandro Daducci

Photo,  November 4, 2016
Temporary Assistant Professor
Academic sector
+39 045 8027025
+39 045 8027068
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Topic Description Research area
Biomedical data processing Feature extraction and integration from multi-modal data using multi-scale sparse representations for the definition of numerical biomarkers. Pattern recognition and machine learning for medical imaging and behavioral analysis. Sistemi intelligenti
Computing methodologies - Machine learning
Multi-modal biomedical image processing Computer vision and computational intelligence. Segmentation of multi-dimensional multi-modal data and objective validation of the outcomes. Sistemi intelligenti
Computing methodologies - Artificial intelligence
Neuroimaging The main activity is in the field of neuroimaging, including structural (diffusion MRI) and functional (EEG, fNIRS, functional MRI) imaging as well as perceptual analysis through cognitive science methods. The goal is to gain an holistic view of human brain when inspected in specific conditions by the integration of multi-modal multi-scale probing and modeling. In addition, advanced computer vision and pattern recognition methods are employed for designing numerical biomarkers for the characterization of healthy and pathological conditions. Bioinformatica e informatica medica
Applied computing - Life and medical sciences
Neuroimaging Data Analysis This domain regards the analysis of data coming from sensing devices measuring the brain strucural and functional information. The main utilised device is Magnetic Resonance Imaging (MRI) in its various modalities such as diffusion, structural, and functional MRI, as well as other sensors like EEG, fNIRS, MEG. The main goal is to better understanding brain functions by means of an integrated functional and structural analysis of the brain connectivity or of specific brain regions. This investigation is mainly performed with reference to neurological disorders - like autism and schizophrenia - and in comparison with control (healthy) subjects. Sistemi intelligenti
Computing methodologies - Machine learning
Title Starting date
Creazione di Unità di Natural Food Discovery 9/15/09
Homing e destino di isole pancreatiche e cellule staminali mesenchimali trapiantate nel ratto studiati in vivo tramite Tomografia a Risonanza Magnetica e Imaging Ottico (PRIN 2007) 9/22/08
Studio in vitro ed in vivo dell'impatto di nanoparticelle su caratteristiche biologiche di cellule e tessuti 1/4/08
Web-based interface to Bruker ParaVision® MRI images 1/1/08