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

Authors: Nicolas Captier, Marvin Lerousseau, Fanny Orlhac, Narinée Hovhannisyan-Baghdasarian, Marie Luporsi, Erwin Woff, Sarah Lagha, Paulette Salamoun Feghali, Christine Lonjou, Clément Beaulaton, Andrei Zinovyev, Hélène Salmon, Thomas Walter, Irène Buvat, Nicolas Girard, Emmanuel Barillot

Source: Nature Communications, Vol 16, Iss 1, Pp 1-19 (2025)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/31249822e74440e199f362001f3cb902

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

Authors: Caroline Robert, Rui Jiang, Pierre-Antoine Laurent, Roger Sun, Eric Deutsch, Angela Rouyar, Alexandre Carré, Charlotte Robert, Severine Roy, Emilie Routier, Théophraste Henry, Adrien Laville, Anthony Hamaoui, Marvin Lerousseau, Jade Briend-Diop, Kanta Ka, Nawal Temar

Source: Journal for ImmunoTherapy of Cancer, Vol 10, Iss 10 (2022)

Subject Terms: Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://jitc.bmj.com/content/10/10/e004867.full; https://doaj.org/toc/2051-1426

Access URL: https://doaj.org/article/82ca37afdf0e48119a590e43a2a67f39

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Authors: Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis, Mihir Sahasrabudhe, Roger Sun, Charlotte Robert, Hugues Talbot, Nikos Paragios, Eric Deutsch

Source: Frontiers in Computational Neuroscience, Vol 14 (2020)

Subject Terms: brain tumor segmentation, deformable registration, multi-task networks, deep learning, convolutional neural networks, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/article/10.3389/fncom.2020.00017/full; https://doaj.org/toc/1662-5188

Access URL: https://doaj.org/article/5c3915bdf829480aa15d8fa0eb924aa6