FROM CLARIFY
TO THE WORLD
This is the CLARIFY project blog where our researchers will share their motivations, aspirations and achievements.
ESR2 – Literature investigation: decentralized learning work – Swarm learning for decentralized and confidential clinical learning.
Hi again! I’m ESR2, for today’s blog, I want to share my reading notes of a research article, titled swarm learning for decentralized and confidential clinical machine learning[1], which has been published in Nature in May 2021.
ESR7 immersed in the dermatopathology field – First on-site secondment
Hi! Today, I will talk a bit about my experience at the INCLIVA foundation where I did a 2-month on-site secondment.
ESR3 – Protect the privacy in computation
Hi, in this blog, I want to explain the importance of privacy protection in machine learning task and one potential solution: federated learning. As an emerging technique, there remain several problems to solve, like statistical heterogeneity and vulnerability.
ESR4 – Developing Better Predictive AI Model for Cancer Diagnosis
Hi! I am Neel Kanwal. I am a computer science researcher at the University of Stavanger, contributing to the ESR4 position in CLARIFY Project.