101 citations · 127 across the 23 of their papers we have counts for
3 papers · 1 filter
Mathematical modelling, selection and hierarchical inference to determine the minimal dose in IFN therapy against Myeloproliferative Neoplasms
Gurvan Hermange, William Vainchenker, Isabelle Plo +1
Myeloproliferative Neoplasms (MPN) are blood cancers that appear after acquiring a driver mutation in a hematopoietic stem cell. These hematological malignancies result in the over…
Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions
Martin Charachon, Paul-Henry Cournède, Céline Hudelot +1
Providing a human-understandable explanation of classifiers' decisions has become imperative to generate trust in their use for day-to-day tasks. Although many works have addressed…
Neural networks to predict survival from RNA-seq data in oncology
Mathilde Sautreuil, Sarah Lemler, Paul-Henry Cournède
Survival analysis consists of studying the elapsed time until an event of interest, such as the death or recovery of a patient in medical studies. This work explores the potential…