3 citations · 3 across the 2 of their papers we have counts for
3 papers
Differentiable latent structure discovery for interpretable forecasting in clinical time series
Ivan Lerner, Jean Feydy, Alexandre Kalimouttou +2
Background: We introduce StructGP, a continuous-time multi-task Gaussian process that couples process convolutions with differentiable structure learning to uncover a sparse, order…
Enhancing Clinical Data Warehouses with Provenance and Large File Management: The gitOmmix Approach for Clinical Omics Data
Maxime Wack, Adrien Coulet, Anita Burgun +1
Background. Clinical data warehouses (CDWs) are essential in the reuse of hospital data in observational studies or predictive modeling. However, state of-the-art CDW systems prese…
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts
Ivan Lerner, Jordan Jouffroy, Anita Burgun +1
In this study, we evaluated the RNNG, a neural top-down transition based parser, for medication information extraction in clinical texts. We evaluated this model on a French clinic…