Perfluorinated and perfluoroalkyl substances (PFASs), encompassing a vast array of
isomeric chemicals, are recognized as typical emerging contaminants with direct or potential …

Recent advancements in deep learning (DL) have played a crucial role in aiding experts to
develop personalized healthcare services, particularly in drug response prediction (DRP) for …

Chemotherapeutic response of cancer cells to a given compound is one of the most
fundamental information one requires to design anti-cancer drugs. Recently, considerable …

Pairwise learning corresponds to the supervised learning setting where the goal is to make
predictions for pairs of objects. Prominent applications include predicting drug-target or …

While we have the technologies and computational tools to analyze entire genomes,
transcriptomes and proteomes, the computational description of phenotypes resulting from …

Ce manuscrit d'HDR comprend la majorité de mes travaux de recherche, et est organisé en
quatre chapitres, chaque chapitre étant consacré à une thématique. Dans cette introduction …

Breast cancer is the second most common cancer worldwide and the leading cause of
women's death from cancer. Improving cancer prognosis has been one of the problems of …