VN Express

Pi Network’s SuperNode mechanism raises concerns about lack of decentralization

The SuperNode validation structure of Pi Network has raised doubts about the project’s decentralization since control remains in the hands of the Pi Core Team. A user asked on Reddit: "Can someone ...
Frontiers

Machine learning algorithms predict canine structural epilepsy with high accuracy

Clinical reasoning in veterinary medicine is often based on clinicians’ personal experience in combination with information derived from publications describing cohorts of patients. Studies on the use ...
The Lancet

Machine learning identifies signatures of macrophage reactivity and tolerance that predict disease outcomes

aDepartment of Cellular and Molecular Medicine, University of California San Diego, USA bDepartment of Medicine, University of California San Diego, USA cMoores Cancer Center, University of California ...
ascopubs.org

Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data

Randomized controlled trials are considered the golden standard for estimating treatment effect but are costly to perform and not always possible. Observational data, although readily available, is ...
PNAS

Bayesian metamodeling of complex biological systems across varying representations

This contribution is part of the special series of Inaugural Articles by members of the National Academy of Sciences elected in 2018. Cells are the basic units of life, yet their architecture and ...
Frontiers

Modularity in Biological Networks

Network modeling, from the ecological to the molecular scale has become an essential tool for studying the structure, dynamics and complex behavior of living systems. Graph representations of the ...