3 papers
cs.LG2025
A Neural Network Alternative to Tree-based Models
Salvatore Raieli, Nathalie Jeanray, Stéphane Gerart +2
Tabular datasets are widely used in scientific disciplines such as biology. While these disciplines have already adopted AI methods to enhance their findings and analysis, they mai…
q-bio.GN2024
Integrating Large Language Models for Genetic Variant Classification
Youssef Boulaimen, Gabriele Fossi, Leila Outemzabet +6
The classification of genetic variants, particularly Variants of Uncertain Significance (VUS), poses a significant challenge in clinical genetics and precision medicine. Large Lang…
cs.AI2024
SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents
Gabriele Fossi, Youssef Boulaimen, Leila Outemzabet +5
The advancement of artificial intelligence algorithms has expanded their application to several fields such as the biomedical domain. Artificial intelligence systems, including Lar…