Federated Learning: Challenges, Methods, and Future Directions
Federated learning involves training statistical models over remote devices or siloed data centers, such as mobile phones or hospitals, while keeping data localized. Training in...
Publications
Explore 1,174 academic publications
Showing 12 of
1,174 publications
Notes on the Concept of Commitment
The concept of commitment is widely used but has received little formal analysis. It contains an implicit explanation of one mechanism producing consistent human behavior. Commi...
Comorbidity and its impact on 1590 patients with COVID-19 in China: a nationwide analysis
Background The coronavirus disease 2019 (COVID-19) outbreak is evolving rapidly worldwide. Objective To evaluate the risk of serious adverse outcomes in patients with COVID-19 b...
Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016
Objective: To provide an update to “Surviving Sepsis Campaign Guidelines for Management of Sepsis and Septic Shock: 2012.” Design: A consensus committee of 55 international expe...
Evolution of Mammals and Their Gut Microbes
Mammals are metagenomic in that they are composed of not only their own gene complements but also those of all of their associated microbes. To understand the coevolution of the...
The Economics of Discrimination.
Journal Article Becker (G. S.). The Economics of Discrimination Get access The Economics of Discrimination. By G. S. Becker. (Chicago and London: Chicago University Press, 1971 ...
Word association norms, mutual information, and lexicography
The term word association is used in a very particular sense in the psycholinguistic literature. (Generally speaking, subjects respond quicker than normal to the word nurse if i...
MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis
We present a new update to MetaboAnalyst (version 4.0) for comprehensive metabolomic data analysis, interpretation, and integration with other omics data. Since the last major u...
Planck 2018 results. VI. Cosmological parameters
We present cosmological parameter results from the final full-mission Planck\nmeasurements of the CMB anisotropies. We find good consistency with the\nstandard spatially-flat 6-...
Features of 20 133 UK patients in hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: prospective observational cohort study
Abstract Objective To characterise the clinical features of patients admitted to hospital with coronavirus disease 2019 (covid-19) in the United Kingdom during the growth phase ...
Assessment of Clinical Criteria for Sepsis
Among ICU encounters with suspected infection, the predictive validity for in-hospital mortality of SOFA was not significantly different than the more complex LODS but was stati...