Marvin Lerousseau

Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics

Alexandre Carré, G. Klausner, Myriam Edjlali et al. · Scientific Reports · 2020 · 251 citations · Full text

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou et al. · Frontiers in Computational Neuroscience · 2020 · 49 citations · Full text

Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning

Émilie Alvarez Andres, Lucas Fidon, Maria Vakalopoulou et al. · International Journal of Radiation Oncology*Biology*Physics · 2020 · 37 citations

Computed Tomography, Neuro-oncology, Dosimetry-driven Quality Measure +13

Integration of clinical, pathological, radiological, and transcriptomic data improves prediction for first-line immunotherapy outcome in metastatic non-small cell lung cancer

Nicolas Captier, Marvin Lerousseau, Fanny Orlhac et al. · Nature Communications · 2025 · 33 citations · Full text

Radiomics to evaluate interlesion heterogeneity and to predict lesion response and patient outcomes using a validated signature of CD8 cells in advanced melanoma patients treated with anti-PD1 immunotherapy

Roger Sun, Marvin Lerousseau, Jade Briend-Diop et al. · Journal for ImmunoTherapy of Cancer · 2022 · 31 citations · Full text