Davide Boschetto
Ph.D. Student

boschetto@dei.unipd.it
+39-049-827-7640
Room 301 – 3rd floor – DEI/A

Short Bio

Davide Boschetto was born in Padova in 1987. He received a B.Sc. degree in Biomedical Engineering in 2009 and a M.Sc. degree in Bioengineering in 2012, both from the University of Padova.

He currently is a PhD Student (XXVIIIth Cycle) in the Computer, Decision, and Systems Science / Image Analysis (CDSS/IA) track at IMT Institute for Advanced Studies, Lucca, Italy.

For his Master Thesis, the use of Compressed Sensing in DSC-MRI was analyzed, with Dr. Enrico Grisan as Supervisor.

At the beginning of his PhD he worked on problems regarding Myocardial Image Registration in Cardiac BOLD MRI stacks, performing time-series analysis to identify local differences in oxygenation among different myocardial territories, under the supervision of Prof. Sotirios Tsaftaris, with C. Rusu (former IMT Lucca, now Universidade de Vigo), R. Morisi (IMT Lucca) and R. Dharmakumar (Cedars Sinai, Los Angeles).

He then moved to the development of a pipeline for a novel Computer-Aided Decision Support System (CADSS) for Endoscopy, particularly regarding the gastrointestinal (GI) tract, with high resolution datasets obtained from colonoscopies and gastroscopies, both with confocal endomicroscopy and white light / NBI endoscopies, in collaboration with the FAIR group in the University of Padova.

His main research interests are related to the field of biomedical image processing.

Selected Publications

Boschetto, Davide; Gambaretto, Gloria; Grisan, Enrico

Automatic Classification of Endoscopic Images for Premalignant Conditions of the Esophagus Conference

SPIE Medical Imaging 2016, 2016.

BibTeX

Boschetto, Davide; Claudio, Gianluca Di; Mirzaei, Hadis; Leong, Rupert; Grisan, Enrico

Automatic Classification of Small Bowel Mucosa Alterations in Celiac Disease for Confocal Laser Endomicroscopy Conference

SPIE Medical Imaging 2016, 2016.

BibTeX

Boschetto, Davide; Gambaretto, Gloria; Grisan, Enrico

Superpixel-based automatic segmentation of villi in confocal endomicroscopy Conference

IEEE Biomedical and Health Informatics, 2016.

BibTeX

Boschetto, Davide; Mirzaei, Hadis; Leong, Rupert; Grisan, Enrico

Detection and Density Estimation of Goblet Cells in Confocal Endoscopy for the Evaluation of Celiac Disease Conference

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Engineering in Medicine and Biology Society (EMBC), 2015.

BibTeX

Boschetto, Davide; Mirzaei, Hadis; Leong, Rupert; Tarroni, Giacomo; Grisan, Enrico

Semiautomatic Detection of Villi in Confocal Endoscopy for the Evaluation of Celiac Disease Conference

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Engineering in Medicine and Biology Society (EMBC), 2015.

BibTeX

All Publications

2017

Grisan, E.; Boschetto, D.

Superpixel-based classification of gastric chromoendoscopy images Conference

SPIE Conference on Medical Imaging, 2017.

BibTeX

2016

Boschetto, Davide; Gambaretto, Gloria; Grisan, Enrico

Automatic Classification of Endoscopic Images for Premalignant Conditions of the Esophagus Conference

SPIE Medical Imaging 2016, 2016.

BibTeX

Boschetto, Davide; Claudio, Gianluca Di; Mirzaei, Hadis; Leong, Rupert; Grisan, Enrico

Automatic Classification of Small Bowel Mucosa Alterations in Celiac Disease for Confocal Laser Endomicroscopy Conference

SPIE Medical Imaging 2016, 2016.

BibTeX

Boschetto, Davide; Gambaretto, Gloria; Grisan, Enrico

Superpixel-based automatic segmentation of villi in confocal endomicroscopy Conference

IEEE Biomedical and Health Informatics, 2016.

BibTeX

2015

Boschetto, Davide; Mirzaei, Hadis; Leong, Rupert; Grisan, Enrico

Detection and Density Estimation of Goblet Cells in Confocal Endoscopy for the Evaluation of Celiac Disease Conference

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Engineering in Medicine and Biology Society (EMBC), 2015.

BibTeX

Boschetto, Davide; Mirzaei, Hadis; Leong, Rupert; Tarroni, Giacomo; Grisan, Enrico

Semiautomatic Detection of Villi in Confocal Endoscopy for the Evaluation of Celiac Disease Conference

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Engineering in Medicine and Biology Society (EMBC), 2015.

BibTeX

2014

Boschetto, Davide; Castellaro, Marco; Prima, Pierantonio Di; Bertoldo, Alessandra; Grisan, Enrico

Reconstruction of DSC-MRI data from sparse data exploiting temporal redundancy and contrast localization Conference

Proceedings of the XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, vol. 41, IFMBE Proceedings, 2014.

Links | BibTeX

Boschetto, Davide; Prima, Pierantonio Di; Castellaro, Marco; Bertoldo, Alessandra; Grisan, Enrico

Baseline constrained reconstruction of DSC-MRI tracer kinetics from sparse Fourier data Conference

Proceedings of the 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), IEEE, 2014.

Links | BibTeX

Boschetto, Davide; Rusu, Cristian; Dharmakumar, Rohan; Tsaftaris, Sotirios A.

Temporal and Spatial Variation of Baseline Myocardial BOLD Signal Intensity in Cardiac Phase-Resolved BOLD MRI: A Potentially Revealing Insight into Dynamic Changes in Myocardial Oxygenation Conference

Proceedings of the 23th Annual Meeting of ISMRM, ISMRM, 2014.

BibTeX

Rusu, Cristian; Morisi, Rita; Boschetto, Davide; Dharmakumar, Rohan; Tsaftaris, Sotirios A.

Synthetic Generation of Myocardial Blood-Oxygen-Level-Đependent MRI Time Series via Structural Sparse Decomposition Modeling Journal Article

In: IEEE Trans Med Imaging., vol. 33, no. 7, pp. 1422-33, 2014.

BibTeX