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Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape 前列腺癌治疗领域中的提升模型用于治疗效果估计 Rodrigues, Ana; Rodrigues, Nuno; de Almeida, Jose Guilherme; Gaivao, Ana; Bilreiro, Carlos; Santiago, Ines; Ip, Joana; Beliao, Sara; Tsiknakis, Manolis; Marias, Kostas; Regge, Daniele; Papanikolaou, Nickolas; Domingues, Ines 分享 收藏
Exploring the complexities of radiomics: an in-depth analysis of a machine learning pipeline for predicting rectal cancer therapy response using MRI 探索放射组学的复杂性：基于MRI预测直肠癌治疗反应的机器学习流水线深度分析 Defeudis, Arianna; Panic, Jovana; Vassallo, Lorenzo; Cirillo, Stefano; Gatti, Marco; Faletti, Riccardo; Esposito, Antonio; Palmisano, Anna; Dell'Aversana, Serena; Ragozzino, Alfonso; Siena, Salvatore; Vanzulli, Angelo; Regge, Daniele; Rosati, Samanta; Balestra, Gabriella; Giannini, Valentina 分享 收藏
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Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting 直肠癌分割: 在多中心环境中推广深度学习的有条不紊的方法 Panic, Jovana; Defeudis, Arianna; Vassallo, Lorenzo; Cirillo, Stefano; Gatti, Marco; Sghedoni, Roberto; Avanzo, Michele; Vanzulli, Angelo; Sorrentino, Luca; Boldrini, Luca; Tran, Huong Elena; Chiloiro, Giuditta; D'Agostino, Giuseppe Roberto; Menghi, Enrico; Fusco, Roberta; Petrillo, Antonella; Granata, Vincenza; Mori, Martina; Fiorino, Claudio; Jereczek-Fossa, Barbara Alicja; Gerardi, Marianna Alessandra; Dell'Aversana, Serena; Esposito, Antonio; Regge, Daniele; Rosati, Samanta; Balestra, Gabriella; Giannini, Valentina 分享 收藏
Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector 通过深度学习辅助的侵袭性前列腺癌检测器有效减少不必要的活检 Rodrigues, Nuno M.; de Almeida, Jose Guilherme; Verde, Ana Sofia Castro; Gaivao, Ana Mascarenhas; Bireiro, Carlos; Santiago, Ines; Ip, Joana; Beliao, Sara; Matos, Celso; Vanneschi, Leonardo; Tsiknakis, Manolis; Marias, Kostas; Regge, Daniele; Silva, Sara; Papanikolaou, Nickolas 分享 收藏
Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks 使用多编码器交叉注意力网络评估前列腺MRI中的癌症存在 Dimitriadis, Avtantil; Kalliatakis, Grigorios; Osuala, Richard; Kessler, Dimitri; Mazzetti, Simone; Regge, Daniele; Diaz, Oliver; Lekadir, Karim; Fotiadis, Dimitrios; Tsiknakis, Manolis; Papanikolaou, Nikolaos; Marias, Kostas 分享 收藏
Simplatab: An Automated Machine Learning Framework for Radiomics-Based Bi-Parametric MRI Detection of Clinically Significant Prostate Cancer Zaridis, Dimitrios I.; Pezoulas, Vasileios C.; Mylona, Eugenia; Kalantzopoulos, Charalampos N.; Tachos, Nikolaos S.; Tsiknakis, Nikos; Matsopoulos, George K.; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios I. 分享 收藏
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences 优化前列腺癌诊断的放射组学: 特征选择策略，机器学习分类器和MRI序列 Mylona, Eugenia; Zaridis, Dimitrios I.; Kalantzopoulos, Charalampos N.; Tachos, Nikolaos S.; Regge, Daniele; Papanikolaou, Nikolaos; Tsiknakis, Manolis; Marias, Kostas; Fotiadis, Dimitrios I. 分享 收藏
Development and validation of an artificial-intelligence-based pathomics biomarker to predict resistance to first-line treatment in metastatic colorectal cancer Lazzari, Luca; Mauri, Gianluca; Giannini, Valentina; Cafaro, Debora; Nicoletti, Giulia; Marchio, Caterina; Sartore-Bianchi, Andrea; Marmorino, Federica; Munoz, Maria Nieva; Gonzalez, Nadia Saoudi; Puccini, Alberto; Cremolini, Chiara; Montagut, Clara; Elez, Elena; Sciallero, Stefania; Berrino, Enrico; Carullo, Martina; Vitiello, Pietro Paolo; Aquilano, Maria Costanza; Di Como, Martina; Bonoldi, Emanuela; Siena, Salvatore; Bardelli, Alberto; Regge, Daniele; Marsoni, Silvia 分享 收藏
A European Society of Oncologic Imaging (ESOI) survey on the radiological assessment of response to oncologic treatments in clinical practice Cappello, Giovanni; Romano, Vittorio; Neri, Emanuele; Fournier, Laure; D'Anastasi, Melvin; Laghi, Andrea; Zamboni, Giulia A.; Beets-Tan, Regina G. H.; Schlemmer, Heinz-Peter; Regge, Daniele 分享 收藏
Artificial intelligence-based pathomics biomarker predict primary resistance to first-line treatment in metastatic colorectal cancers 基于人工智能的病理组学生物标志物预测转移性结直肠癌一线治疗的原发性耐药 Mauri, G.; Giannini, V.; Nicoletti, G.; Lazzari, L.; Bianchi, A. Sartore; Marmorino, F.; Randon, G.; Nieva Munoz, M.; Saoudi Gonzalez, N.; Puccini, A.; Berrino, E.; Marchio, C.; Di Como, M.; Aquilano, M. C.; Arena, S.; Torri, V.; Siena, S.; Bardelli, A.; Regge, D.; Marsoni, S. 分享 收藏
MI-Common Data Model: Extending Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM) for Registering Medical Imaging Metadata and Subsequent Curation Processes Kalokyri, Varvara; Kondylakis, Haridimos; Sfakianakis, Stelios; Nikiforaki, Katerina; Karatzanis, Ioannis; Mazzetti, Simone; Tachos, Nikolaos; Regge, Daniele; Fotiadis, Dimitrios I.; Marias, Konstantinos; Tsiknakis, Manolis 分享 收藏
AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging Hadjiiski, Lubomir; Cha, Kenny; Chan, Heang-Ping; Drukker, Karen; Morra, Lia; Nappi, Janne J.; Sahiner, Berkman; Yoshida, Hiroyuki; Chen, Quan; Deserno, Thomas M.; Greenspan, Hayit; Huisman, Henkjan; Huo, Zhimin; Mazurchuk, Richard; Petrick, Nicholas; Regge, Daniele; Samala, Ravi; Summers, Ronald M.; Suzuki, Kenji; Tourassi, Georgia; Vergara, Daniel; Armato, Samuel G., III 分享 收藏
Imaging standardisation in metastatic colorectal cancer: A joint EORTC-ESOI-ESGAR expert consensus recommendation Unterrainer, Marcus; Deroose, Christophe M.; Herrmann, Ken; Moehler, Markus; Blomqvist, Lennart; Cannella, Roberto; Caramella, Caroline; Caruso, Damiano; Chouhan, Manil D.; Denecke, Timm; De la Pinta, Carolina; De Geus-Oei, Lioe-Fee; Dulskas, Audrius; Eisenblatter, Michel; Foley, Kieran G.; Gourtsoyianni, Sofia; Lecouvet, Frederic E.; Lopci, Egesta; Maas, Monique; Obmann, Markus M.; Oprea-Lager, Daniela E.; Verhoeff, Joost J. C.; Santiago, Ines; Terraz, Sylvain; D'Anastasi, Melvin; Regge, Daniele; Laghi, Andrea; Beets-Tan, Regina G. H.; Heinemann, Volker; Lordick, Florian; Smyth, Elizabeth C.; Ricke, Jens; Kunz, Wolfgang G. 分享 收藏
Circulating tumor DNA to guide rechallenge with panitumumab in metastatic colorectal cancer: the phase 2 CHRONOS trial 循环肿瘤DNA指导帕尼单抗在转移性结直肠癌中的再攻击: CHRONOS 2期试验 Sartore-Bianchi, Andrea; Pietrantonio, Filippo; Lonardi, Sara; Mussolin, Benedetta; Rua, Francesco; Crisafulli, Giovanni; Bartolini, Alice; Fenocchio, Elisabetta; Amatu, Alessio; Manca, Paolo; Bergamo, Francesca; Tosi, Federica; Mauri, Gianluca; Ambrosini, Margherita; Daniel, Francesca; Torri, Valter; Vanzulli, Angelo; Regge, Daniele; Cappello, Giovanni; Marchio, Caterina; Berrino, Enrico; Sapino, Anna; Marsoni, Silvia; Siena, Salvatore; Bardelli, Alberto 分享 收藏
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MRI-based radiomics to predict response in locally advanced rectal cancer: comparison of manual and automatic segmentation on external validation in a multicentre study Defeudis, Arianna; Mazzetti, Simone; Panic, Jovana; Micilotta, Monica; Vassallo, Lorenzo; Giannetto, Giuliana; Gatti, Marco; Faletti, Riccardo; Cirillo, Stefano; Regge, Daniele; Giannini, Valentina 分享 收藏
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