未登录 Impact of CT dose on AI performance: A comparison of radiomics, deep, and foundation models in a multicentric anthropomorphic phantom study CT剂量对AI性能的影响：一项多中心拟人化 phantom 研究中放射组学、深度学习及基础模型的比较 Asiain, Maria Martin; Amirian, Mohammadreza; del Toro, Oscar Jimenez; Aberle, Christoph; Schaer, Roger; Bach, Michael; Obmann, Markus; Flouris, Kyriakos; Muller, Henning; Stieltjes, Bram; Konukoglu, Ender; Andrearczyk, Vincent; Depeursinge, Adrien 分享 收藏
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Lung lesion detectability on images obtained from decimated and CNN-based denoised [18F]-FDG PET/CT scan: an observer-based study for lung-cancer screening 基于降采样和CNN去噪的[18F]-FDG PET/CT扫描图像中肺病变可检测性：一项针对肺癌筛查的观察者研究 Faist, Daphne; Gnesin, Silvano; Medici, Siria; Khan, Alysee; Lalonde, Marie Nicod; Schaefer, Niklaus; Depeursinge, Adrien; Conti, Maurizio; Schaefferkoetter, Joshua; Prior, John O.; Jreige, Mario 分享 收藏
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Comparing various AI approaches to traditional quantitative assessment of the myocardial perfusion in [82Rb] PET for MACE prediction Bors, Sacha; Abler, Daniel; Dietz, Matthieu; Andrearczyk, Vincent; Fageot, Julien; Nicod-Lalonde, Marie; Schaefer, Niklaus; DeKemp, Robert; Kamani, Christel H.; Prior, John O.; Depeursinge, Adrien 分享 收藏
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
3D-printed iodine-ink CT phantom for radiomics feature extraction - advantages and challenges Bach, Michael; Aberle, Christoph; Depeursinge, Adrien; Jimenez-del-Toro, Oscar; Schaer, Roger; Flouris, Kyriakos; Konukoglu, Ender; Mueller, Henning; Stieltjes, Bram; Obmann, Markus M. 分享 收藏
QuantImage v2: a comprehensive and integrated physician-centered cloud platform for radiomics and machine learning research Abler, Daniel; Schaer, Roger; Oreiller, Valentin; Verma, Himanshu; Reichenbach, Julien; Aidonopoulos, Orfeas; Evequoz, Florian; Jreige, Mario; Prior, John O.; Depeursinge, Adrien 分享 收藏
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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
Assessing radiomics feature stability with simulated CT acquisitions 使用模拟CT采集评估影像组学特征的稳定性 Flouris, Kyriakos; Jimenez-del-Toro, Oscar; Aberle, Christoph; Bach, Michael; Schaer, Roger; Obmann, Markus M.; Stieltjes, Bram; Muller, Henning; Depeursinge, Adrien; Konukoglu, Ender 分享 收藏
18F-FDG PET/CT-Based Prognostic Survival Model After Surgery for Head and Neck Cancer Creff, Gwenaelle; Jegoux, Franck; Palard, Xavier; Depeursinge, Adrien; Abgral, Ronan; Marianowski, Remi; Leclere, Jean-Christophe; Eugene, Thomas; Malard, Olivier; De Crevoisier, Renaud; Devillers, Anne; Castelli, Joel 分享 收藏
The Discriminative Power and Stability of Radiomics Features With Computed Tomography Variations Task-Based Analysis in an Anthropomorphic 3D-Printed CT Phantom 在拟人的3d打印CT体模中，具有计算机断层扫描变化的基于任务的分析的影像组学特征的辨别能力和稳定性 Jimenez-Del-Toro, Oscar; Aberle, Christoph; Bach, Michael; Schaer, Roger; Obmann, Markus M.; Flouris, Kyriakos; Konukoglu, Ender; Stieltjes, Bram; Mueller, Henning; Depeursinge, Adrien 分享 收藏
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