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ENHANCING GLIOBLASTOMA TREATMENT STRATEGIES: A MACHINE LEARNING DECISION TREE MODEL FOR PREDICTING PROGRESSION FREE SURVIVAL USING INTEGRATED SURGICAL, VOLUMETRIC, AND MOLECULAR DATA Satragno, C.; Dautun, L.; Sambourg, K.; Veres, C.; Carre, A.; Mrissa, L.; Yuste, C.; Hachemi, T.; Savanovic, M.; Karakaya, Y.; Jenny, C.; Cifliku, V; Meyer, P.; Jacob, J.; Maingon, P.; Vakalopoulou, M.; Bockel, S.; Dhermain, F.; Noel, G.; Deutsch, E.; Robert, C. 分享 收藏
A PREDICTION OF RELAPSE PATTERNS IN ASTROCYTOMA GRADE 4 IDHM AND GLIOBLASTOMA BASED ON BREAKTHROUGH PERFUSION SEQUENCES Satragno, C.; El Aichi, M.; Sambourg, K.; Dautun, L.; Carre, A.; Veres, C.; Cifliku, V; Hachemi, T.; Yuste, C.; Mrissa, L.; Bockel, S.; Vakalopoulou, M.; Dhermain, F.; Deutsch, E.; Robert, C. 分享 收藏
Automatic gross tumor volume segmentation with failure detection for safe implementation in locally advanced cervical cancer Rouhi, Rahimeh; Niyoteka, Stephane; Carre, Alexandre; Achkar, Samir; Laurent, Pierre-Antoine; Ba, Mouhamadou Bachir; Veres, Cristina; Henry, Theophraste; Vakalopoulou, Maria; Sun, Roger; Espenel, Sophie; Mrissa, Linda; Laville, Adrien; Chargari, Cyrus; Deutsch, Eric; Robert, Charlotte 分享 收藏
Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial Mosele, Fernanda; Deluche, Elise; Lusque, Amelie; Le Bescond, Loic; Filleron, Thomas; Pradat, Yoann; Ducoulombier, Agnes; Pistilli, Barbara; Bachelot, Thomas; Viret, Frederic; Levy, Christelle; Signolle, Nicolas; Alfaro, Alexia; Tran, Diep T. N.; Garberis, Ingrid Judith; Talbot, Hugues; Christodoulidis, Stergios; Vakalopoulou, Maria; Droin, Nathalie; Stourm, Aurelie; Kobayashi, Maki; Kakegawa, Tomoya; Lacroix, Ludovic; Saulnier, Patrick; Job, Bastien; Deloger, Marc; Jimenez, Marta; Mahier, Celine; Baris, Vianney; Laplante, Pierre; Kannouche, Patricia; Marty, Virginie; Lacroix-Triki, Magali; Dieras, Veronique; Andre, Fabrice 分享 收藏
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning Hering, Alessa; Hansen, Lasse; Mok, Tony C. W.; Chung, Albert C. S.; Siebert, Hanna; Hager, Stephanie; Lange, Annkristin; Kuckertz, Sven; Heldmann, Stefan; Shao, Wei; Vesal, Sulaiman; Rusu, Mirabela; Sonn, Geoffrey; Estienne, Theo; Vakalopoulou, Maria; Han, Luyi; Huang, Yunzhi; Yap, Pew-Thian; Brudfors, Mikael; Balbastre, Yael; Joutard, Samuel; Modat, Marc; Lifshitz, Gal; Raviv, Dan; Lv, Jinxin; Li, Qiang; Jaouen, Vincent; Visvikis, Dimitris; Fourcade, Constance; Rubeaux, Mathieu; Pan, Wentao; Xu, Zhe; Jian, Bailiang; De Benetti, Francesca; Wodzinski, Marek; Gunnarsson, Niklas; Sjolund, Jens; Grzech, Daniel; Qiu, Huaqi; Li, Zeju; Thorley, Alexander; Duan, Jinming; Grossbroehmer, Christoph; Hoopes, Andrew; Reinertsen, Ingerid; Xiao, Yiming; Landman, Bennett; Huo, Yuankai; Murphy, Keelin; Lessmann, Nikolas; van Ginneken, Bram; Dalca, Adrian V.; Heinrich, Mattias P. 分享 收藏
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures Battistella, Enzo; Vakalopoulou, Maria; Sun, Roger; Estienne, Theo; Lerousseau, Marvin; Nikolaev, Sergey; Andres, Emilie Alvarez; Carre, Alexandre; Niyoteka, Stephane; Robert, Charlotte; Paragios, Nikos; Deutsch, Eric 分享 收藏
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Using chest computed tomography and unsupervised machine learning for predicting and evaluating response to lumacaftor-ivacaftor in people with cystic fibrosis Campredon, Alienor; Battistella, Enzo; Martin, Clemence; Durieu, Isabelle; Mely, Laurent; Marguet, Christophe; Belleguic, Chantal; Murris-Espin, Marlene; Chiron, Raphael; Fanton, Annlyse; Bui, Stephanie; Reynaud-Gaubert, Martine; Reix, Philippe; Hoang-Thi, Trieu-Nghi; Vakalopoulou, Maria; Revel, Marie-Pierre; Da Silva, Jennifer; Burgel, Pierre-Regis; Chassagnon, Guillaume 分享 收藏
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AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia 人工智能驱动的新型冠状病毒肺炎肺炎量化、分期和结果预测 Chassagnon, Guillaume; Vakalopoulou, Maria; Battistella, Enzo; Christodoulidis, Stergios; Trieu-Nghi Hoang-Thi; Dangeard, Severine; Deutsch, Eric; Andre, Fabrice; Guillo, Enora; Halm, Nara; El Hajj, Stefany; Bompard, Florian; Neveu, Sophie; Hani, Chahinez; Saab, Ines; Campredon, Alienor; Koulakian, Hasmik; Bennani, Souhail; Freche, Gael; Barat, Maxime; Lombard, Aurelien; Fournier, Laure; Monnier, Hippolyte; Grand, Teodor; Gregory, Jules; Nguyen, Yann; Khalil, Antoine; Mahdjoub, Elyas; Brillet, Pierre-Yves; Ba, Stephane Tran; Bousson, Valerie; Mekki, Ahmed; Carlier, Robert-Yves; Revel, Marie-Pierre; Paragios, Nikos 分享 收藏
Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells Sun, Roger; Sundahl, Nora; Hecht, Markus; Putz, Florian; Lancia, Andrea; Rouyar, Angela; Milic, Marina; Carre, Alexandre; Battistella, Enzo; Alvarez Andres, Emilie; Niyoteka, Stephane; Romano, Edouard; Louvel, Guillaume; Durand-Labrunie, Jerome; Bockel, Sophie; Bahleda, Rastilav; Robert, Charlotte; Boutros, Celine; Vakalopoulou, Maria; Paragios, Nikos; Frey, Benjamin; Soria, Jean-Charles; Massard, Christophe; Ferte, Charles; Fietkau, Rainer; Ost, Piet; Gaipl, Udo; Deutsch, Eric 分享 收藏
Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning Andres, Emilie Alvarez; Fidon, Lucas; Vakalopoulou, Maria; Lerousseau, Marvin; Carre, Alexandre; Sun, Roger; Klausner, Guillaume; Ammari, Samy; Benzazon, Nathan; Reuze, Sylvain; Estienne, Theo; Niyoteka, Stephane; Battistella, Enzo; Rouyar, Angela; Noel, Georges; Beaudre, Anne; Dhermain, Frederic; Deutsch, Eric; Paragios, Nikos; Robert, Charlotte 分享 收藏
Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics 跨机器和协议的脑MR图像标准化: 弥合基于MRI的放射组学的差距 Carre, Alexandre; Klausner, Guillaume; Edjlali, Myriam; Lerousseau, Marvin; Briend-Diop, Jade; Sun, Roger; Ammari, Samy; Reuze, Sylvain; Andres, Emilie Alvarez; Estienne, Theo; Niyoteka, Stephane; Battistella, Enzo; Vakalopoulou, Maria; Dhermain, Frederic; Paragios, Nikos; Deutsch, Eric; Oppenheim, Catherine; Pallud, Johan; Robert, Charlotte 分享 收藏
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