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
Automatic Classification of Endoscopic Images for Premalignant Conditions of the Esophagus Conference
SPIE Medical Imaging 2016, 2016.
Automatic Classification of Small Bowel Mucosa Alterations in Celiac Disease for Confocal Laser Endomicroscopy Conference
SPIE Medical Imaging 2016, 2016.
Superpixel-based automatic segmentation of villi in confocal endomicroscopy Conference
IEEE Biomedical and Health Informatics, 2016.
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.
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.
All Publications
2017
Superpixel-based classification of gastric chromoendoscopy images Conference
SPIE Conference on Medical Imaging, 2017.
2016
Automatic Classification of Endoscopic Images for Premalignant Conditions of the Esophagus Conference
SPIE Medical Imaging 2016, 2016.
Automatic Classification of Small Bowel Mucosa Alterations in Celiac Disease for Confocal Laser Endomicroscopy Conference
SPIE Medical Imaging 2016, 2016.
Superpixel-based automatic segmentation of villi in confocal endomicroscopy Conference
IEEE Biomedical and Health Informatics, 2016.
2015
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.
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.
2014
Proceedings of the XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, vol. 41, IFMBE Proceedings, 2014.
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.
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.
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.