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Identification of CT radiomic features robust to acquisition and segmentation variations for improved prediction of radiotherapy-treated lung cancer patient recurrence 识别对采集和分割变化具有鲁棒性的CT影像组学特征，以改善对放射治疗的肺癌患者复发的预测 Louis, Thomas; Lucia, Francois; Cousin, Francois; Mievis, Carole; Jansen, Nicolas; Duysinx, Bernard; Le Pennec, Romain; Visvikis, Dimitris; Nebbache, Malik; Rehn, Martin; Hamya, Mohamed; Geier, Margaux; Salaun, Pierre-Yves; Schick, Ulrike; Hatt, Mathieu; Coucke, Philippe; Lovinfosse, Pierre; Hustinx, Roland 分享 收藏
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The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights 图像生物标志物标准化倡议: 用于可再现影像组学和增强临床洞察力的标准化卷积滤波器 Whybra, Philip; Zwanenburg, Alex; Andrearczyk, Vincent; Schaer, Roger; Apte, Aditya P.; Ayotte, Alexandre; Baheti, Bhakti; Bakas, Spyridon; Bettinelli, Andrea; Boellaard, Ronald; Boldrini, Luca; Buvat, Irene; Cook, Gary J. R.; Dietsche, Florian; Dinapoli, Nicola; Gabrys, Hubert S.; Goh, Vicky; Guckenberger, Matthias; Hatt, Mathieu; Hosseinzadeh, Mahdi; Iyer, Aditi; Lenkowicz, Jacopo; Loutfi, Mahdi A. L.; Loeck, Steffen; Marturano, Francesca; Morin, Olivier; Nioche, Christophe; Orlhac, Fanny; Pati, Sarthak; Rahmim, Arman; Rezaeijo, Seyed Masoud; Rookyard, Christopher G.; Salmanpour, Mohammad R.; Schindele, Andreas; Shiri, Isaac; Spezi, Emiliano; Tanadini-Lang, Stephanie; Tixier, Florent; Upadhaya, Taman; Valentini, Vincenzo; van Griethuysen, Joost J. M.; Yousefirizi, Fereshteh; Zaidi, Habib; Mueller, Henning; Vallieres, Martin; Depeursinge, Adrien 分享 收藏
Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge Andrearczyk, Vincent; Oreiller, Valentin; Boughdad, Sarah; Rest, Catherine Cheze Le; Tankyevych, Olena; Elhalawani, Hesham; Jreige, Mario; Prior, John O.; Vallieres, Martin; Visvikis, Dimitris; Hatt, Mathieu; Depeursinge, Adrien 分享 收藏
Multicentric development and evaluation of [18F]FDG PET/CT and CT radiomic models to predict regional and/or distant recurrence in early-stage non-small cell lung cancer treated by stereotactic body radiation therapy [18F]FDG PET/CT和CT影像组学模型的多中心开发和评估，以预测通过立体定向放射疗法治疗的早期非小细胞肺癌的区域和/或远处复发 Lucia, Francois; Louis, Thomas; Cousin, Francois; Bourbonne, Vincent; Visvikis, Dimitris; Mievis, Carole; Jansen, Nicolas; Duysinx, Bernard; Le Pennec, Romain; Nebbache, Malik; Rehn, Martin; Hamya, Mohamed; Geier, Margaux; Salaun, Pierre-Yves; Schick, Ulrike; Hatt, Mathieu; Coucke, Philippe; Hustinx, Roland; Lovinfosse, Pierre 分享 收藏
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Multicentric development and evaluation of 18F-FDG PET/CT and MRI radiomics models to predict para-aortic lymph node involvement in locally advanced cervical cancer Lucia, Francois; Bourbonne, Vincent; Pleyers, Clemence; Dupre, Pierre-Francois; Miranda, Omar; Visvikis, Dimitris; Pradier, Olivier; Abgral, Ronan; Mervoyer, Augustin; Classe, Jean-Marc; Rousseau, Caroline; Vos, Wim; Hermesse, Johanne; Gennigens, Christine; De Cuypere, Marjolein; Kridelka, Frederic; Schick, Ulrike; Hatt, Mathieu; Hustinx, Roland; Lovinfosse, Pierre 分享 收藏
Radiomics prognostic analysis of PET/CT images in a multicenter head and neck cancer cohort: investigating ComBat strategies, sub-volume characterization, and automatic segmentation Xu, Hui; Abdallah, Nassib; Marion, Jean-Marie; Chauvet, Pierre; Tauber, Clovis; Carlier, Thomas; Lu, Lijun; Hatt, Mathieu 分享 收藏
Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem 核医学中的人工智能: 走向值得信赖的生态系统的机遇、挑战和责任 Saboury, Babak; Bradshaw, Tyler; Boellaard, Ronald; Buvat, Irene; Dutta, Joyita; Hatt, Mathieu; Jha, Abhinav K.; Li, Quanzheng; Liu, Chi; McMeekin, Helena; Morris, Michael A.; Scott, Peter J. H.; Siegel, Eliot; Sunderland, John J.; Pandit-Taskar, Neeta; Wahl, Richard L.; Zuehlsdorff, Sven; Rahmim, Arman 分享 收藏
Joint EANM/SNMMI guideline on radiomics in nuclear medicine Jointly supported by the EANM Physics Committee and the SNMMI Physics, Instrumentation and Data Sciences Council Hatt, M.; Krizsan, A. K.; Rahmim, A.; Bradshaw, T. J.; Costa, P. F.; Forgacs, A.; Seifert, R.; Zwanenburg, A.; El Naqa, I; Kinahan, P. E.; Tixier, F.; Jha, A. K.; Visvikis, D. 分享 收藏
Nuclear Medicine and Artificial Intelligence: Best Practices for Evaluation (the RELAINCE Guidelines) 核医学和人工智能: 评估的最佳实践 (RELAINCE指南) Jha, Abhinav K.; Bradshaw, Tyler J.; Buvat, Irene; Hatt, Mathieu; Prabhat, K. C.; Liu, Chi; Obuchowski, Nancy F.; Saboury, Babak; Slomka, Piotr J.; Sunderland, John J.; Wahl, Richard L.; Yu, Zitong; Zuehlsdorff, Sven; Rahmim, Arman; Boellaard, Ronald 分享 收藏
Head and neck tumor segmentation in PET/CT: The HECKTOR challenge Oreiller, Valentin; Andrearczyk, Vincent; Jreige, Mario; Boughdad, Sarah; Elhalawani, Hesham; Castelli, Joel; Vallieres, Martin; Zhu, Simeng; Xie, Juanying; Peng, Ying; Iantsen, Andrei; Hatt, Mathieu; Yuan, Yading; Ma, Jun; Yang, Xiaoping; Rao, Chinmay; Pai, Suraj; Ghimire, Kanchan; Feng, Xue; Naser, Mohamed A.; Fuller, Clifton D.; Yousefirizi, Fereshteh; Rahmim, Arman; Chen, Huai; Wang, Lisheng; Prior, John O.; Depeursinge, Adrien 分享 收藏
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The added value of PSMA PET/MR radiomics for prostate cancer staging PSMA PET/MR影像组学对前列腺癌分期的附加价值 Solari, Esteban Lucas; Gafita, Andrei; Schachoff, Sylvia; Bogdanovi, Borjana; Asiares, Alberto Villagran; Amiel, Thomas; Hui, Wang; Rauscher, Isabel; Visvikis, Dimitris; Maurer, Tobias; Schwamborn, Kristina; Mustafa, Mona; Weber, Wolfgang; Navab, Nassir; Eiber, Matthias; Hatt, Mathieu; Nekolla, Stephan G. 分享 收藏
Statistical harmonization can improve the development of a multicenter CT-based radiomic model predictive of nonresponse to induction chemotherapy in laryngeal cancers Masson, Ingrid; Da-ano, Ronrick; Lucia, Francois; Dore, Melanie; Castelli, Joel; Goislard de Monsabert, Camille; Ramee, Jean-Francois; Sellami, Selima; Visvikis, Dimitris; Hatt, Mathieu; Schick, Ulrike 分享 收藏
[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation (vol 62, 1406, 2021) Ferreira, Marta; Lovinfosse, Pierre; Hermesse, Johanne; Decuypere, Marjolein; Rousseau, Caroline; Lucia, Francois; Schick, Ulrike; Reinhold, Caroline; Robin, Philippe; Hatt, Mathieu; Visvikis, Dimitris; Bernard, Claire; Leijenaar, Ralph T. H.; Kridelka, Frederic; Lambin, Philippe; Meyer, Patrick E.; Hustinx, Roland 分享 收藏
Simultaneous Mapping of Vasculature, Hypoxia, and Proliferation Using Dynamic Susceptibility Contrast MRI, 18F-FMISO PET, and 18F-FLT PET in Relation to Contrast Enhancement in Newly Diagnosed Glioblastoma Collet, Solene; Guillamo, Jean-Sebastien; Berro, David Hassanein; Chakhoyan, Ararat; Constans, Jean-Marc; Lechapt-Zalcman, Emmanuele; Derlon, Jean-Michel; Hatt, Mathieu; Visvikis, Dimitris; Guillouet, Stephane; Perrio, Cecile; Bernaudin, Myriam; Valable, Samuel 分享 收藏
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