Matteo Tonietto
Ph.D. Student

matteo.tonietto@hotmail.com
+39-049-827-7640
Room 301 – 3rd floor – DEI/A

Curriculum Vitae

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Short Bio

Matteo Tonietto was born on August 4, 1987 in Castelfranco Veneto, Italy. Currently, he is a PhD student in Bioengineering at the Department of Information Engineering, University of Padova, Italy, under the supervision of Prof. Alessandra Bertoldo with a scholarship founded by the Department of Neurological and Movement Sciences, University of Verona. His main research interests consist in developing analysis methods of neuroimages for basic and clinical neurosciences. His current research activities include:

  • PET: Development of advanced models of tracer kinetic in plasma, including plasma/blood partition and radiometabolites correction.
  • PET: Exploration of quantification methods which do not requires the direct measurement of the input function.
  • PET: Implementation of Variational Bayesian estimators for PET parametric mapping.
  • MRI: Derivation of brain atrophy measurements (e.g. cortical thickness), and brain microstructure assessment (e.g. NODDI).
  • MRI: fMRI functional analysis (e.g. effective/dynamic connectivity).

Selected Publications

Tonietto, Matteo; Veronese, Mattia; Rizzo, Gaia; Zanotti-Fregonara, Paolo; Lohith, Talakad G.; Fujita, Masahiro; Zoghbi, Sami S.; Bertoldo, Alessandra

Improved models for plasma radiometabolite correction and their impact on kinetic quantification in PET studies Journal Article

In: J Cereb Blood Flow Metab, vol. 35, no. 9, pp. 1462-1469, 2015, ISSN: 0271-678x.

Links | BibTeX

Tonietto, Matteo; Rizzo, Gaia; Veronese, Mattia; Bertoldo, Alessandra

Modelling arterial input functions in Positron Emission Tomography dynamic studies Conference

37th annual international conference of the IEEE Engineering in Medicine and Biology Society – EMBC 2015, 2015, ISBN: 978-1-4244-9271-8.

Links | BibTeX

All Publications

26 entries « 1 of 3 »

2019

Rizzo, Gaia; Veronese, Mattia; Tonietto, Matteo; Bodini, Benedetta; Stankoff, Bruno; Wimberley, Catriona; Lavisse, Sonia; Bottlaender, Michel; Bloomfield, Peter S.; Howes, Oliver; Zanotti-Fregonara, Paolo; Turkheimer, Federico E.; Bertoldo, Alessandra

Generalization of endothelial modelling of TSPO PET imaging: Considerations on tracer affinities Journal Article

In: J. Cereb. Blood Flow Metab., 2019, ISSN: 15597016.

Abstract | Links | BibTeX

2017

Grisan, E.; Rizzo, G.; Tonietto, M.; Coran, A.; Raffeiner, B.; Scanu, A.; Martini, V.; Stramare, R.; Fiocco, U.

From macro to nano: linking quantitative CEUS perfusion parameters to CD4+ T cells subtypes in spondyloarthtitis Proceedings Article

In: Proceedings of ISBI, IEEE International Symposium on Biomedical Imaging, 2017.

BibTeX

Rizzo, G.; Tonietto, M.; Castellaro, M.; Raffeiner, B.; Coran, A.; Fiocco, U.; Stramare, R.; Grisan, E.

Bayesian quantification of contrast-enhanced ultrasound images with adaptive inclusion of an irreversible component Journal Article

In: IEEE Transactions on Medical Imaging, vol. 36, no. 4, pp. 1027 - 1036, 2017, ISSN: 1558-254X.

Links | BibTeX

Rizzo, G.; Tonietto, M.; Castellaro, M.; Coran, A.; Raffeiner, B.; Fiocco, U.; Stramare, R.; Grisan, E.

Improving the quantification of contrast enhanced ultrasound using a Bayesian approach Conference

SPIE Conference on Medical Imaging, 2017.

BibTeX

Rizzo, G.; Tonietto, M.; Castellaro, M.; Coran, A.; Raffeiner, B.; Fiocco, U.; Stramare, R.; Grisan, E.

Detection of a slow-flow component in contrast-enhanced ultrasound of the synovia for the differential diagnosis of arthritis Conference

SPIE Conference on Medical Imaging, 2017.

BibTeX

Fiocco, U.; Stramare, R.; Martini, V.; Coran, A.; Felicetti, M.; Rizzo, G.; Tonietto, M.; Caso, F.; Costa, L.; Scanu, A.; Oliviero, F.; Raffeiner, B.; Lunardi, F.; Scarpa, R.; Rubaltelli, L.; Sacerdoti, D.; Doria, A.; Grisan, E.

Pixel-based method of contrast-enhanced ultrasound demonstrates the linear relationship between synovial vascular perfusion and the recruitment of pathogenic IL-17A-F+ IL-23+ CD161+ CD4+ T helper cells in the psoriatic arthritis joints Journal Article

In: Clinical Rheumatology, vol. 36, no. 2, pp. 391–399, 2017, ISSN: 1434-9949.

Links | BibTeX

Castellaro, Marco; Rizzo, Gaia; Tonietto, Matteo; Veronese, Mattia; Turkheimer, F. E.; Chappell, M. A.; Bertoldo, Alessandra

A Variational Bayesian inference method for parametric imaging of PET data Journal Article

In: Neuroimage, vol. 150, pp. 136–149, 2017.

BibTeX

2016

Rizzo, G.; Castellaro, M.; Tonietto, M.; Veronese, M.; Turkheimer, F. E.; Chappell, M. A.; Bertoldo, A.

Parametric imaging of brain PET data using a Variational Bayesian inference approach Conference

Eleventh International Symposium on Functional Neuroreceptor Mapping of the Living Brain, (NeuroReceptor Mapping 2016), 2016, (oral).

BibTeX

M. Tonietto,; Rizzo, G.; Veronese, M.; Bertoldo, A.

A unified framework for the automatic blood data modelling in dynamic PET studies Conference

Eleventh International Symposium on Functional Neuroreceptor Mapping of the Living Brain, (NeuroReceptor Mapping 2016), Boston (MA, USA), 13-17 July 2016 , 2016, (poster).

BibTeX

Hellyer, P. J.; Barry, E.; Pellizzon, A.; Veronese, M.; Rizzo, G.; Bertoldo, A.; Tonietto, M.; Turkheimer, F. E.

Exploring the relationship between structure, multi-scale functional dynamics and objective measurements of neural plasticity Conference

Organization for Human Brain Mapping, (OHBM 2016), Organization for Human Brain Mapping 2016, (poster).

BibTeX

26 entries « 1 of 3 »