日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

CausalXtract, a flexible pipeline to extract causal effects from live-cell time-lapse imaging data

CausalXtract 是一种灵活的流程,可从活细胞延时成像数据中提取因果关系

Franck Simon #, Maria Colomba Comes #, Tiziana Tocci #, Louise Dupuis, Vincent Cabeli, Nikita Lagrange, Arianna Mencattini, Maria Carla Parrini, Eugenio Martinelli, Herve Isambert

Deep learning uncovers histological patterns of YAP1/TEAD activity related to disease aggressiveness in cancer patients

深度学习揭示了与癌症患者疾病侵袭性相关的YAP1/TEAD活性组织学模式

Schmauch, Benoit; Cabeli, Vincent; Domingues, Omar Darwiche; Le Douget, Jean-Eudes; Hardy, Alexandra; Belbahri, Reda; Maussion, Charles; Romagnoni, Alberto; Eckstein, Markus; Fuchs, Florian; Swalduz, Aurélie; Lantuejoul, Sylvie; Crochet, Hugo; Ghiringhelli, François; Derangere, Valentin; Truntzer, Caroline; Pass, Harvey; Moreira, Andre L; Chiriboga, Luis; Zheng, Yuanning; Ozawa, Michael; Howitt, Brooke E; Gevaert, Olivier; Girard, Nicolas; Rexhepaj, Elton; Valtingojer, Iris; Debussche, Laurent; de Rinaldis, Emanuele; Nestle, Frank; Spanakis, Emmanuel; Fantin, Valeria R; Durand, Eric Y; Classe, Marion; Von Loga, Katharina; Pronier, Elodie; Cesaroni, Matteo

Learning interpretable causal networks from very large datasets, application to 400,000 medical records of breast cancer patients

从超大型数据集中学习可解释的因果网络,以40万份乳腺癌患者的医疗记录为例

Ribeiro-Dantas, Marcel da Câmara; Li, Honghao; Cabeli, Vincent; Dupuis, Louise; Simon, Franck; Hettal, Liza; Hamy, Anne-Sophie; Isambert, Hervé

Robust evaluation of deep learning-based representation methods for survival and gene essentiality prediction on bulk RNA-seq data

对基于深度学习的表征方法在批量RNA测序数据上的生存和基因必需性预测进行稳健性评估

Gross, Baptiste; Dauvin, Antonin; Cabeli, Vincent; Kmetzsch, Virgilio; El Khoury, Jean; Dissez, Gaëtan; Ouardini, Khalil; Grouard, Simon; Davi, Alec; Loeb, Regis; Esposito, Christian; Hulot, Louis; Ghermi, Ridouane; Blum, Michael; Darhi, Yannis; Durand, Eric Y; Romagnoni, Alberto

Impact of Temperature and Atmospheric Pressure on Hospitalizations of Patients Presenting With Acute Coronary Syndrome

温度和气压对急性冠脉综合征患者住院率的影响

Shuka, Naltin; Cabeli, Andri; Simoni, Leonard; Gina, Mirald; Kondi, Ledjana; Dado, Edvin

Interactive exploration of a global clinical network from a large breast cancer cohort

对来自大型乳腺癌队列的全球临床网络进行交互式探索

Sella, Nadir; Hamy, Anne-Sophie; Cabeli, Vincent; Darrigues, Lauren; Laé, Marick; Reyal, Fabien; Isambert, Hervé

Learning clinical networks from medical records based on information estimates in mixed-type data

基于混合类型数据的信息估计,从医疗记录中学习临床网络

Cabeli, Vincent; Verny, Louis; Sella, Nadir; Uguzzoni, Guido; Verny, Marc; Isambert, Hervé