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Developing machine learning models for social & sustainable development that can exploit artificial intelligence for contribution to the value chain of humans' lives.
Skills and Expertise
July 2019 - March 2020
- Research Internee
- Worked on dilated convolution neural networks to perform classification tasks on medical data. Performed natural language processing tasks for clinical notes. Used transformer models for attention visualization of diagnosis notes to help understand medical summaries. Contact: Dott. Giuseppe Rizzo - email@example.com
September 2015 - July 2017
- Responsible for conducting research, delivering lectures and office work for student counselling. Prepared laboratory experiment manuals and Assessment papers. Participated in official committee for academic management.
Whole Slide Images (WSI) are widely used in histopathology for research and the diagnosis of different types of cancer. The preparation and digitization of histological tissues leads to the introduction of artifacts and variations that need to be addressed before the tissues are analyzed. WSI preprocessing can significantly improve the performance...
We have entered the era of big data, and it is considered to be the "fuel" for the flourishing of artificial intelligence applications. The enactment of the EU General Data Protection Regulation (GDPR) raises concerns about individuals' privacy in big data. Federated learning (FL) emerges as a functional solution that can help build high-performanc...
The trend of deploying digital systems in numerous industries has induced a hike in recording digital information. The health sector has observed a large adoption of digital devices and systems generating large volumes of personal medical health records. Electronic health records contain valuable information for retrospective and prospective analys...
Output regulation problems can be handled with a design of suitable controller, which ensured asymptotic tracking of reference signals as well as asymptotic rejection of disturbance signals both generated by an exosystem. In this research, a servomechanism and the adaptive backstepping control scheme is proposed for the output regulation of a class...