90 citations · 91 across the 3 of their papers we have counts for
3 papers
dsLassoCov: a federated machine learning approach incorporating covariate control
Han Cao, Augusto Anguita, Charline Warembourg +8
Machine learning has been widely adopted in biomedical research, fueled by the increasing availability of data. However, integrating datasets across institutions is challenging due…
The Design of Observational Longitudinal Studies
Xavier Basagana, Donna Spiegelman
This paper considers the design of observational longitudinal studies with a continuous response and a binary time-invariant exposure, where, typically, the exposure is unbalanced,…
State-of-the-Art Methods for Exposure-Health Studies: results from the Exposome Data Challenge Event
Léa Maitre, Jean-Baptiste Guimbaud, Charline Warembourg +7
The exposome recognizes that individuals are exposed simultaneously to a multitude of different environmental factors and takes a holistic approach to the discovery of etiological…