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Spyridon Bakas

Indiana University

51H指数
379论文数
2.1W被引数
收录论文 81
发表时间
Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study基于个性化机器学习指导的 Newly Diagnosed Glioblastoma 患者放射剂量递增:前瞻性试点研究
err2026-05-13
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errHamed Akbari; Suyash Mohan; Fang Liu; Cecilia Jiang; Anahita Fathi Kazerooni; Melanie Berger; Saima Rathore; Michel Bilello; Chiharu Sako; Jose Garcia; Steven Brem; Spyridon Bakas; Elizabeth Mamourian; Abigail Pepin; Paul James; Jay Dorsey; Ashish Singh; Drew Parker; Ragini Verma; Quy Cao; Stephen J. Bagley; Arati Desai; Donald M. O’Rourke; Russell T. Shinohara; MacLean P. Nasrallah; Boon-Keng Kevin Teo; Goldie Kurtz; Gaurav Shukla; Michelle Alonso-Basanta; Robert A. Lustig; Christos Davatzikos
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The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset2024脑肿瘤分割挑战脑膜瘤放射治疗 (BraTS-MEN-RT) 数据集
err2026-01-27
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errOAAI
errDominic LaBella; Katherine Schumacher; Michael Mix; Kevin Leu; Shan McBurney-Lin; Pierre Nedelec; Javier Villanueva-Meyer; David R. Raleigh; Jonathan Shapey; Tom Vercauteren; Kazumi Chia; Marina Ivory; Theodore Barfoot; Omar Al-Salihi; Justin Leu; Lia M. Halasz; Yury Velichko; Chunhao Wang; John P. Kirkpatrick; Scott R. Floyd; Zachary J. Reitman; Trey C. Mullikin; Eugene J. Vaios; Ulas Bagci; Sean Sachdev; Jona A. Hattangadi-Gluth; Tyler M. Seibert; Nikdokht Farid; Connor Puett; Matthew W. Pease; Kevin Shiue; Syed M. Anwar; Shahriar Faghani; Peter Taylor; Pranav Warman; Jake Albrecht; András Jakab; Mana Moassefi; Verena Chung; Rong Chai; Alejandro Aristizabal; Alexandros Karargyris; Hasan Kassem; Sarthak Pati; Micah Sheller; Nazanin Maleki; Rachit Saluja; Florian Kofler; Christopher G. Schwarz; Philipp Lohmann; Phillipp Vollmuth; Louis Gagnon; Maruf Adewole; Li Hongwei B; Anahita Fathi Kazerooni; Nourel H. Tahon; Udunna Anazodo; Ahmed W. Moawad; Bjoern Menze; Marius G. Linguraru; Mariam Aboian; Benedikt Wiestler; Ujjwal Baid; Gian-Marco Conte; Andreas M. Rauschecker; Ayman Nada; Aly H. Abayazeed; Raymond Huang; Maria Correia de Verdier; Jeffrey D. Rudie; Spyridon Bakas; Evan Calabrese
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FeTS 2.0: Federated learning sets benchmark in post-op GBM segmentationFeTS 2.0:联邦学习在术后GBM分割中设立基准
err2025-11-01
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errLaBella, Dominic; Kassem, Hasan; Edwards, Brandon; Sheller, Micah; Pati, Sarthak; Aristizabal, Alejandro; Huang, Raymond; Baid, Ujjwal; Karargyris, Alexandros; Bakas, Spyridon; Calabrese, Evan
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Association of FET PET tumor volume and radio-pathomic maps of cell density in newly diagnosed glioblastoma patientsFET PET肿瘤体积与初诊胶质母细胞瘤患者细胞密度放射病理组学图的相关性
err2025-11-01
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errOAAI
errWiniarz, Aleksandra; Hilgers, Julia Hilgers; Bobholz, Samuel; Lowman, Allison; Duenweg, Savannah; Nath, Biprojit; Chao, Benjamin; Kyereme, Fitzgerald; Connelly, Jennifer; Mrachek, E. Kelly; Krucoff, Max; Galldiks, Norbert; Bakas, Spyridon; Laviolette, Peter S.; Lohmann, Philipp
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Unveiling glioblastoma heterogeneity with deep learning derived MRI subtyping: insights from the global ReSPOND consortium利用深度学习衍生MRI亚型对胶质母细胞瘤异质性进行解析:全球ReSPOND联盟的见解
err2025-11-01
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errGuo, Jun; Yu, Fanyang; Matsumoto, Yuji; Garcia, Jose; Xing, Rubo; Akbari, Hamed; Baid, Ujjwal; Bakas, Spyridon; Barnholtz-Sloan, Jill; Balana, Carmen; Puig, Josep; Booth, Thomas; Badve, Chaitra; Sloan, Andrew; Griffith, Brent; Poisson, Laila; Rogers, Lisa; Dicker, Adam; Flanders, Adam; Shi, Wenyin; Jain, Rajan; Palmer, Joshua; Mahajan, Abhishek; Cepeda, Santiago; Wiestler, Benedikt; Park, Yae-Won; Ahn, Sung-Soo; Chang, Jong-Hee; Ak, Murat; Colen, Rivka; Villanueva-Meyer, Javier; Chang, Susan; Lamontagne, Pamela; Marcus, Daniel; Woodworth, Graeme; Parker, Drew; Verma, Ragini; Brem, Steven; O'rourke, Donald; Bagley, Stephen; Mohan, Suyash; Nasrallah, Maclean; Davatzikos, Christos
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BraTS-Pathology 2024: Insights and Future Directions Informed by the AI-RANO & RANO-RGP Effort to Assess Glioblastoma HeterogeneityBraTS-Pathology 2024:基于AI-RANO与RANO-RGP评估胶质母细胞瘤异质性的见解与未来方向
err2025-11-01
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errThakur, Siddhesh; Malec, Sylwia; Pitarc, Carla; Linardos, Akis; Innani, Shubham; Adap, Sanyukta; Faghani, Shahriar; Moassefi, Mana; Nasrallah, Maclean; Ahrendsen, Jared; Barresi, Valeria; Gubbiotti, Maria; Lopez, Giselle; Lucas, Calixto-Hope G.; Chung, Verena; Karargyris, Alexandros; Kassem, Hasan; Miller, Michael; Pati, Sarthak; Baheti, Bhakti; Wodzinski, Marek; Muller, Henning; Zhang, Juexin; Weng, Ying; Chen, Ke; Kumar, Rithik; Vinit, Vinit; Arora, Madhav; Dhingra, Twinkle; Zahra, Syed Rameem; Gupta, Ankur; Sandino, Alvaro; Tiwari, Pallawi; Cooper, Lee; Huse, Jason; Bell, Robert; Bakas, Spyridon
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IMAGING SURROGATE SIGNATURE OF THE GLIOMA EPIGENETIC LIQUID BIOPSY (GELB) SCORE FOR NON-INVASIVE DETECTION OF TUMOR PROGRESSION胶质瘤表观遗传液体活检(GELB)评分的成像替代标志物,用于肿瘤进展的非侵入性检测
err2025-11-01
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errPitarch-Abaigar, Carla; Hashemi, Aliye Sadat; Adap, Sanyukta; Pease, Matthew; Gatson, Na Tosha; Parker, Jason; Griffith, Brent; Lee, Ian; Walbert, Tobias; Snyder, James; Noushmehr, Houtan; Bakas, Spyridon
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AI-based prognostic risk stratification of adult-type diffuse gliomas using H&E-stained slides基于AI的成人型弥漫性胶质瘤的预后风险分层,使用H&E染色切片
err2025-11-01
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PREAI
errInnani, Shubham; Pitarch-Abaigar, Carla; Marwan, Majeed M.; Harmsen, Hannah; Bell, W. Robert; Makris, Dimitrios; Bakas, Spyridon
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GLIOBLASTOMA BEYOND THE ENHANCING TUMOR MARGINS: A LONGITUDINAL CASE STUDY COMPARING FET PET WITH MRI-BASED AI INFILTRATION MAPS胶质母细胞瘤超出增强肿瘤边界:一项比较FET PET与基于MRI的AI浸润图的纵向病例研究
err2025-11-01
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errPitarch-Abaigar, Carla; Adap, Sanyukta; Akbari, Hamed; Flinn, Alexandra; Shah, N. Jon; Langen, Karl-Josef; Galldiks, Norbert; Pease, Matthew; Gatson, Na Tosha; Laviolette, Peter S.; Davatzikos, Christos; Parker, Jason; Lohmann, Philipp; Bakas, Spyridon
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Self-supervised multimodal learning for survival prediction in glioblastoma: a multicenter study from the ReSPOND consortium用于胶质母细胞瘤生存预测的自监督多模态学习:来自ReSPOND联盟的多中心研究
err2025-11-01
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PREAI
errYu, Fanyang; Guo, Jun; Tian, Yu; Garcia, Jose A.; Akbari, Hamed; Matsumoto, Yuji; Xing, Rubo; Han, Tianyu; Kazerooni, Anahita Fathi; Bakas, Spyridon; Baid, Ujjwal; Villanueva-Meyer, Javier; Brem, Steven; Lustig, Robert; O'rourke, Donald M.; Bagley, Stephen; Calabrese, Evan; Rudie, Jeffrey; Chang, Susan; Lamontagne, Pamela; Marcus, Daniel S.; Balana, Carmen; Capellades, Jaume; Puig, Josep; Barnholtz-Sloan, Jill; Badve, Chaitra; Sloan, Andrew; Waite, Kristin; Colen, Rivka; Choi, Yoon Seong; Ahn, Sung Soo; Dicker, Adam P.; Flanders, Adam E.; Shi, Wenyin; Griffith, Brent; Poisson, Laila M.; Booth, Thomas C.; Jain, Rajan; Chakravarti, Arnab; Palmer, Joshua; Cepeda, Santiago; Wiestler, Benedikt; Melhem, Elias R.; Woodworth, Graeme F.; Tiwari, Pallavi; Aboian, Mariam; Mohan, Suyash; Chaudhari, Pratik; Nasrallah, Maclean; Davatzikos, Christos
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Artificial Intelligence for Response Assessment in Pediatric Neuro-Oncology (AI-RAPNO), part 2: challenges, opportunities, and recommendations for clinical translation人工智能在儿科神经肿瘤学反应评估中的应用(AI-RAPNO),第二部分:临床转化中的挑战、机遇与建议
err2025-10-27
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PREAI
errAnahita Fathi Kazerooni; Ariana M Familiar; Mariam Aboian; Sarah C Brüningk; Arastoo Vossough; Marius George Linguraru; Raymond Y Huang; Darren Hargrave; Andrew C Peet; Adam C Resnick; Phillip B Storm; David Mirsky; Kristen W Yeom; Michael Weller; Michael Prados; Susan M Chang; Sabine Mueller; Javier E Villanueva-Meyer; Spyridon Bakas; Jason Fangusaro; Benjamin H Kann; Ali Nabavizadeh
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Artificial Intelligence for Response Assessment in Pediatric Neuro-Oncology (AI-RAPNO), part 1: review of the current state of the art人工智能在儿科神经肿瘤学反应评估中的应用(AI-RAPNO),第一部分:当前技术状态的综述
err2025-10-27
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PREAI
errBenjamin H Kann; Arastoo Vossough; Sarah C Brüningk; Ariana M Familiar; Mariam Aboian; Marius George Linguraru; Kristen W Yeom; Susan M Chang; Darren Hargrave; David Mirsky; Phillip B Storm; Raymond Y Huang; Adam C Resnick; Michael Weller; Sabine Mueller; Michael Prados; Andrew C Peet; Javier E Villanueva-Meyer; Spyridon Bakas; Jason Fangusaro; Ali Nabavizadeh; Anahita Fathi Kazerooni
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Advancing From a 2-Class Model of Renal Oncocytoma and Low-Grade Oncocytic Tumor to a 3-Class Model Including Chromophobe Renal Cell Carcinoma从肾嗜酸细胞瘤和低级别嗜酸细胞肿瘤的二分类模型推进到包含嗜酸性肾细胞癌的三分类模型
err2025-10-01
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PREAI
errCollins, Katrina; Innani, Shubham; Ebare, Kingsley; Saad, Mohammed; Siegmund, Stephanie E.; Williamson, Sean R.; Maclean, Fiona; Matoso, Andres; Sangoi, Ankur; Hirsch, Michelle S.; Gondim, Dibson D.; Acosta, Andres M.; Baheti, Bhakti; Bakas, Spyridon; Idrees, Muhammad T.
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AI-driven WHO 2021 classification of gliomas based only on H&E-stained slidesAI驱动的WHO 2021年胶质瘤分类,仅基于H&E染色切片
err2025-09-01
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PREAI
errInnani, Shubham; Bell, W. Robert; Nasrallah, MacLean P.; Baheti, Bhakti; Bakas, Spyridon
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Optimization of deep learning models for inference in low resource environments低资源环境下推理任务的深度学习模型优化
err2025-07-26
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PREAI
errSiddhesh Thakur; Sarthak Pati; Junwen Wu; Ravi Panchumarthy; Deepthi Karkada; Alexander Kozlov; Vasily Shamporov; Alexander Suslov; Daniil Lyakhov; Maksim Proshin; Prashant Shah; Dimitrios Makris; Spyridon Bakas
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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge通过联合肿瘤分割 (FeTS) 挑战实现医疗AI算法的公平分散基准测试
err2025-07-08
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errMaximilian Zenk; Ujjwal Baid; Sarthak Pati; Akis Linardos; Brandon Edwards; Micah Sheller; Patrick Foley; Alejandro Aristizabal; David Zimmerer; Alexey Gruzdev; Jason Martin; Russell T. Shinohara; Annika Reinke; Fabian Isensee; Santhosh Parampottupadam; Kaushal Parekh; Ralf Floca; Hasan Kassem; Bhakti Baheti; Siddhesh Thakur; Verena Chung; Kaisar Kushibar; Karim Lekadir; Meirui Jiang; Youtan Yin; Hongzheng Yang; Quande Liu; Cheng Chen; Qi Dou; Pheng-Ann Heng; Xiaofan Zhang; Shaoting Zhang; Muhammad Irfan Khan; Mohammad Ayyaz Azeem; Mojtaba Jafaritadi; Esa Alhoniemi; Elina Kontio; Suleiman A. Khan; Leon Mächler; Ivan Ezhov; Florian Kofler; Suprosanna Shit; Johannes C. Paetzold; Timo Loehr; Benedikt Wiestler; Himashi Peiris; Kamlesh Pawar; Shenjun Zhong; Zhaolin Chen; Munawar Hayat; Gary Egan; Mehrtash Harandi; Ece Isik Polat; Gorkem Polat; Altan Kocyigit; Alptekin Temizel; Anup Tuladhar; Lakshay Tyagi; Raissa Souza; Nils D. Forkert; Pauline Mouches; Matthias Wilms; Vishruth Shambhat; Akansh Maurya; Shubham Subhas Danannavar; Rohit Kalla; Vikas Kumar Anand; Ganapathy Krishnamurthi; Sahil Nalawade; Chandan Ganesh; Ben Wagner; Divya Reddy; Yudhajit Das; Fang F. Yu; Baowei Fei; Ananth J. Madhuranthakam; Joseph Maldjian; Gaurav Singh; Jianxun Ren; Wei Zhang; Ning An; Qingyu Hu; Youjia Zhang; Ying Zhou; Vasilis Siomos; Giacomo Tarroni; Jonathan Passerrat-Palmbach; Ambrish Rawat; Giulio Zizzo; Swanand Ravindra Kadhe; Jonathan P. Epperlein; Stefano Braghin; Yuan Wang; Renuga Kanagavelu; Qingsong Wei; Yechao Yang; Yong Liu; Krzysztof Kotowski; Szymon Adamski; Bartosz Machura; Wojciech Malara; Lukasz Zarudzki; Jakub Nalepa; Yaying Shi; Hongjian Gao; Salman Avestimehr; Yonghong Yan; Agus S. Akbar; Ekaterina Kondrateva; Hua Yang; Zhaopei Li; Hung-Yu Wu; Johannes Roth; Camillo Saueressig; Alexandre Milesi; Quoc D. Nguyen; Nathan J. Gruenhagen; Tsung-Ming Huang; Jun Ma; Har Shwinder H. Singh; Nai-Yu Pan; Dingwen Zhang; Ramy A. Zeineldin; Michal Futrega; Yading Yuan; Gian Marco Conte; Xue Feng; Quan D. Pham; Yong Xia; Zhifan Jiang; Huan Minh Luu; Mariia Dobko; Alexandre Carré; Bair Tuchinov; Hassan Mohy-ud-Din; Saruar Alam; Anup Singh; Nameeta Shah; Weichung Wang; Chiharu Sako; Michel Bilello; Satyam Ghodasara; Suyash Mohan; Christos Davatzikos; Evan Calabrese; Jeffrey Rudie; Javier Villanueva-Meyer; Soonmee Cha; Christopher Hess; John Mongan; Madhura Ingalhalikar; Manali Jadhav; Umang Pandey; Jitender Saini; Raymond Y. Huang; Ken Chang; Minh-Son To; Sargam Bhardwaj; Chee Chong; Marc Agzarian; Michal Kozubek; Filip Lux; Jan Michálek; Petr Matula; Miloš Ker^kovský; Tereza Kopr^ivová; Marek Dostál; Václav Vybíhal; Marco C. Pinho; James Holcomb; Marie Metz; Rajan Jain; Matthew D. Lee; Yvonne W. Lui; Pallavi Tiwari; Ruchika Verma; Rohan Bareja; Ipsa Yadav; Jonathan Chen; Neeraj Kumar; Yuriy Gusev; Krithika Bhuvaneshwar; Anousheh Sayah; Camelia Bencheqroun; Anas Belouali; Subha Madhavan; Rivka R. Colen; Aikaterini Kotrotsou; Philipp Vollmuth; Gianluca Brugnara; Chandrakanth J. Preetha; Felix Sahm; Martin Bendszus; Wolfgang Wick; Abhishek Mahajan; Carmen Balaña; Jaume Capellades; Josep Puig; Yoon Seong Choi; Seung-Koo Lee; Jong Hee Chang; Sung Soo Ahn; Hassan F. Shaykh; Alejandro Herrera-Trujillo; Maria Trujillo; William Escobar; Ana Abello; Jose Bernal; Jhon Gómez; Pamela LaMontagne; Daniel S. Marcus; Mikhail Milchenko; Arash Nazeri; Bennett Landman; Karthik Ramadass; Kaiwen Xu; Silky Chotai; Lola B. Chambless; Akshitkumar Mistry; Reid C. Thompson; Ashok Srinivasan; J. Rajiv Bapuraj; Arvind Rao; Nicholas Wang; Ota Yoshiaki; Toshio Moritani; Sevcan Turk; Joonsang Lee; Snehal Prabhudesai; John Garrett; Matthew Larson; Robert Jeraj; Hongwei Li; Tobias Weiss; Michael Weller; Andrea Bink; Bertrand Pouymayou; Sonam Sharma; Tzu-Chi Tseng; Saba Adabi; Alexandre Xavier Falcão; Samuel B. Martins; Bernardo C. A. Teixeira; Flávia Sprenger; David Menotti; Diego R. Lucio; Simone P. Niclou; Olivier Keunen; Ann-Christin Hau; Enrique Pelaez; Heydy Franco-Maldonado; Francis Loayza; Sebastian Quevedo; Richard McKinley; Johannes Slotboom; Piotr Radojewski; Raphael Meier; Roland Wiest; Johannes Trenkler; Josef Pichler; Georg Necker; Andreas Haunschmidt; Stephan Meckel; Pamela Guevara; Esteban Torche; Cristobal Mendoza; Franco Vera; Elvis Ríos; Eduardo López; Sergio A. Velastin; Joseph Choi; Stephen Baek; Yusung Kim; Heba Ismael; Bryan Allen; John M. Buatti; Peter Zampakis; Vasileios Panagiotopoulos; Panagiotis Tsiganos; Sotiris Alexiou; Ilias Haliassos; Evangelia I. Zacharaki; Konstantinos Moustakas; Christina Kalogeropoulou; Dimitrios M. Kardamakis; Bing Luo; Laila M. Poisson; Ning Wen; Martin Vallières; Mahdi Ait Lhaj Loutfi; David Fortin; Martin Lepage; Fanny Morón; Jacob Mandel; Gaurav Shukla; Spencer Liem; Gregory S. Alexandre; Joseph Lombardo; Joshua D. Palmer; Adam E. Flanders; Adam P. Dicker; Godwin Ogbole; Dotun Oyekunle; Olubunmi Odafe-Oyibotha; Babatunde Osobu; Mustapha Shu’aibu Hikima; Mayowa Soneye; Farouk Dako; Adeleye Dorcas; Derrick Murcia; Eric Fu; Rourke Haas; John A. Thompson; David Ryan Ormond; Stuart Currie; Kavi Fatania; Russell Frood; Amber L. Simpson; Jacob J. Peoples; Ricky Hu; Danielle Cutler; Fabio Y. Moraes; Anh Tran; Mohammad Hamghalam; Michael A. Boss; James Gimpel; Deepak Kattil Veettil; Kendall Schmidt; Lisa Cimino; Cynthia Price; Brian Bialecki; Sailaja Marella; Charles Apgar; Andras Jakab; Marc-André Weber; Errol Colak; Jens Kleesiek; John B. Freymann; Justin S. Kirby; Lena Maier-Hein; Jake Albrecht; Peter Mattson; Alexandros Karargyris; Prashant Shah; Bjoern Menze; Klaus Maier-Hein; Spyridon Bakas
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Response Assessment in Neuro-Oncology (RANO) 2009-2025: Broad scope and implementation-A progress report神经肿瘤学反应评估(RANO)2009–2025:广泛范围与实施——进展报告
err2025-06-01
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PREAI
errvan den Bent, Martin J.; Vogelbaum, Michael A.; Cloughesy, Tim; Galldiks, Norbert; Albert, Nathalie L.; Tonn, Joerg-Christian; Avila, Edward; Fangusaro, Jason; Mirsky, David; Sahgal, Arjun; Soffietti, Ricardo; Karschnia, Philipp; Mehta, Minesh; Kim, Michelle M.; Boele, Florien; Huse, Jason T.; Nayak, Lakshmi; Lim-Fat, Mary Jane; le Rhun, Emilie; Desjardins, Annick; Lee, Eudocia Q.; Chukwueke, Ugonma; Koekkoek, Johan A. F.; Mendoza, Tito; Loughan, Ashlee R.; Budhu, Joshua A.; Bakas, Spyridon; Huang, Raymond Y.; Villanueva-Meyer, Javier E.; Leone, Jose Pablo; Okada, Hideho; Reardon, David A.; Bi, Wenya L.; Wen, Patrick Y.; Chang, Susan M.
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The radiogenomic and spatiogenomic landscapes of glioblastoma and their relationship to oncogenic drivers
err2025-03-01
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errOAAI
errFathi Kazerooni, Anahita; Akbari, Hamed; Hu, Xiaoju; Bommineni, Vikas; Grigoriadis, Dimitris; Toorens, Erik; Sako, Chiharu; Mamourian, Elizabeth; Ballinger, Dominique; Sussman, Robyn; Singh, Ashish; Verginadis, Ioannis I.; Dahmane, Nadia; Koumenis, Constantinos; Binder, Zev A.; Bagley, Stephen J.; Mohan, Suyash; Hatzigeorgiou, Artemis; O'Rourke, Donald M.; Ganguly, Tapan; De, Subhajyoti; Bakas, Spyridon; Nasrallah, MacLean P.; Davatzikos, Christos
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