Functional genomics data: privacy risk assessment and technological mitigation
The generation of functional genomics data by next-generation sequencing has increased
greatly in the past decade. Broad sharing of these data is essential for research …
greatly in the past decade. Broad sharing of these data is essential for research …
A review of medical federated learning: Applications in oncology and cancer research
A Chowdhury, H Kassem, N Padoy, R Umeton… - International MICCAI …, 2021 - Springer
Abstract Machine learning has revolutionized every facet of human life, while also becoming
more accessible and ubiquitous. Its prevalence has had a powerful impact in healthcare …
more accessible and ubiquitous. Its prevalence has had a powerful impact in healthcare …
Privacy-preserving genomic analysis via PSO-driven federated learning on blockchain
R Nourmohammadi, I Behravan… - 2023 3rd Intelligent …, 2023 - ieeexplore.ieee.org
Federated learning, a distributed machine learning method, trains statistical models over
remote devices or servers with local data, without exchanging data samples. It preserves …
remote devices or servers with local data, without exchanging data samples. It preserves …