About us
LITO laboratory
The Laboratory of Translational Imaging in Oncology (LITO) is a mixed research unit supported by Inserm (i.e. French NIH) and Institut Curie, the first cancer center in France. LITO includes about 40 researchers, physicits, engineers, MDs, PharmDs, and technologists and is organized in two research groups with complementary activities: the Biomarkers for Phenotype Imaging group and the Integrated Radiomics for Precision Medicine group.
The Integrated Radiomics for Precision Medicine group takes avantage of PET biomarkers, but also biomarkers from Magnetic Resonance Imaging (MRI) and computer tomography (CT) and combines them with other types of biomarkers (clinical, pathological, omics, from liquid biopsies) to profile the cancer disease for prognostic or predictive purpose. The models are also developed in such a way that they contribute to a better understanding of cancer-related processes.
The radshap package enriches our set of tools dedicated to the analysis of radiological images and the extraction of relevant medical information. It will help us better understand the predictive signatures that we develop and gain more insights about the underlying cancer-related processes.
Contributors
Nicolas Captier
Citing radshap
If you use RadShap in a scientific publication please cite the following paper:
Nicolas Captier, Fanny Orlhac, Narinée Hovhannisyan-Baghdasarian, Marie Luporsi, Nicolas Girard and Irène Buvat. RadShap: An Explanation Tool for Highlighting the Contributions of Multiple Regions of Interest to the Prediction of Radiomic Models. Journal of Nuclear Medicine, 2024, DOI: https://doi.org/10.2967/jnumed.124.267434
Contact us
If you have any questions or remarks about radshap please raise an issue on GitHub or send us an email.
contact : nicolas.captier@polytechnique.org