Neel Kanwal

Neel Kanwal
University of Stavanger (UiS) · Department of Electrical engineering and Computer science

Ph.D. Artificial Intelligence for Digital Pathology

About

10
Publications
4,279
Reads
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21
Citations
Introduction
Developing machine learning models for social & sustainable development that can exploit artificial intelligence for contribution to the value chain of humans' lives.
Additional affiliations
October 2020 - present
University of Stavanger (UiS)
Position
  • Researcher
Description
  • works on EU project Clarify. It mainly focuses on digital pathology. http://www.clarify-project.eu/
July 2019 - March 2020
Istituto Superiore Mario Boella (ISMB)
Position
  • Research Internee
Description
  • 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 - giuseppe.rizzo@linksfoundation.com
September 2015 - July 2017
National University of Computer and Emerging Sciences
Position
  • Engineer
Description
  • 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.
Education
October 2017 - March 2020
Politecnico di Torino
Field of study
  • Communication & Computer Networks Engineer
August 2011 - June 2015
National University of Computer and Emerging Sciences
Field of study
  • Electrical Engineering (Electronics)

Publications

Publications (10)
Article
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...
Preprint
Full-text available
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...
Preprint
Full-text available
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...
Conference Paper
Full-text available
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...

Network

Cited By

Projects

Project (1)
Archived project
Classification of Clinica Notes