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SELECTBIO Conferences Organ-on-a-Chip & Tissue-on-a-Chip Europe 2019

Davide Di Giuseppe's Biography



Davide Di Giuseppe, Researcher, University of Rome "Tor Vergata"

Davide Di Giuseppe received the M.Sc. degree cum laude in Electronic Engineering in 2016. Currently is working as a PhD student in Electronic Engineering at the University of Rome Tor Vergata. His research focuses on lab-on-chip devices fabrication, sensor integration and data analysis.

Davide Di Giuseppe Image

Deep Organ: How Machine Learning Can Improve Organs on a Chip Experiments

Wednesday, 19 June 2019 at 16:45

Add to Calendar ▼2019-06-19 16:45:002019-06-19 17:45:00Europe/LondonDeep Organ: How Machine Learning Can Improve Organs on a Chip ExperimentsOrgan-on-a-Chip and Tissue-on-a-Chip Europe 2019 in Rotterdam, The NetherlandsRotterdam, The NetherlandsSELECTBIOenquiries@selectbiosciences.com

The use of organs-on-a-chip in biology has led to a profound change of paradigm in the way of conceiving experiments and understanding biological phenomena. But, at the same time, all its potentialities are not yet completely exploited. There is a plenty of information that can be extrapolated from the time-lapse microscopy images of OOC experiments using deep learning analysis. Machine learning includes cell localization and tracking, feature extraction, and cell classification thanks to the use of modern video analysis algorithms and deep learning architectures. The latter approach allows not only to improve effectiveness of the analysis but to conduct massive studies in which diverse biological conditions and cell types can be considered at a time, thus reducing time to market and incrementing the available testing rate.


Add to Calendar ▼2019-06-18 00:00:002019-06-19 00:00:00Europe/LondonOrgan-on-a-Chip and Tissue-on-a-Chip Europe 2019Organ-on-a-Chip and Tissue-on-a-Chip Europe 2019 in Rotterdam, The NetherlandsRotterdam, The NetherlandsSELECTBIOenquiries@selectbiosciences.com