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Large-Scale Evaluation of Machine Learning Models in Identifying Follow-Up Recommendations in Radiology Reports Xiao, Pan; Yu, Xiaobing; Ha, Sung Min; Bani, Abdalla; Mintz, Aaron; Wang, Jieqi; Elbanan, Mohamed; Mokkarala, Mahati; Mattay, Govind; Nazeri, Arash; Kannampallil, Thomas; Lai, Albert M.; Narra, Vamsi R.; Marcus, Daniel S.; Bierhals, Andrew J.; Sotiras, Aristeidis 分享 收藏
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 Yu, 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 分享 收藏
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MULTI-INSTITUTIONAL VALIDATION OF AN AI-BASED MODEL FOR PREDICTION OF TUMOR INFILTRATION AND FUTURE RECURRENCE IN PATIENTS WITH GLIOBLASTOMA: RESULTS FROM THE RESPOND CONSORTIUM Mohan, Suyash; Garcia, Jose; Akbari, Hamed; Kwak, Sunwoo; Baik, Kyunglok; Shalaby, Mahmoud; Matsumoto, Yuji; Bakas, Spyridon; Kamel, Peter; Tippareddy, Charit; Badve, Chaitra; Lee, Matthew; Barnholtz-Sloan, Jill; Sloan, Andrew; Chakravarti, Arnab; Palmer, Joshua; Dicker, Adam; Flanders, Adam; Shi, Wenyin; Jain, Rajan; Lamontagne, Pamela; Marcus, Daniel; Sotiras, Aris; Balana, Carmen; Capellades, Jaume; Puig, Josep; Cepeda, Santiago; Stefano, Anna Luisa Di; Wiestler, Benedikt; Woodworth, Graeme; Orourke, Donald; Nasrallah, Maclean; Davatzikos, Christos 分享 收藏
AmyloidPETNet: Classification of Amyloid Positivity in Brain PET Imaging Using End-to-End Deep Learning Fan, Shuyang; Ponisio, Maria Rosana; Xiao, Pan; Ha, Sung Min; Chakrabarty, Satrajit; Lee, John J.; Flores, Shaney; LaMontagne, Pamela; Gordon, Brian; Raji, Cyrus A.; Marcus, Daniel S.; Nazeri, Arash; Ances, Beau M.; Bateman, Randall J.; Morris, John C.; Benzinger, Tammie L. S.; Sotiras, Aristeidis 分享 收藏
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Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering Yang, Zhijian; Wen, Junhao; Abdulkadir, Ahmed; Cui, Yuhan; Erus, Guray; Mamourian, Elizabeth; Melhem, Randa; Srinivasan, Dhivya; Govindarajan, Sindhuja T.; Chen, Jiong; Habes, Mohamad; Masters, Colin L.; Maruff, Paul; Fripp, Jurgen; Ferrucci, Luigi; Albert, Marilyn S.; Johnson, Sterling C.; Morris, John C.; Lamontagne, Pamela; Marcus, Daniel S.; Benzinger, Tammie L. S.; Wolk, David A.; Shen, Li; Bao, Jingxuan; Resnick, Susan M.; Shou, Haochang; Nasrallah, Ilya M.; Davatzikos, Christos 分享 收藏
Genomic loci influence patterns of structural covariance in the human brain 基因组位点影响人脑结构协方差的模式 Wen, Junhao; Nasrallah, Ilya M.; Abdulkadir, Ahmed; Satterthwaite, Theodore D.; Yang, Zhijian; Erus, Guray; Robert-Fitzgerald, Timothy; Singh, Ashish; Sotiras, Aristeidis; Boquet-Pujadas, Aleix; Mamourian, Elizabeth; Doshi, Jimit; Cui, Yuhan; Srinivasan, Dhivya; Skampardoni, Ioanna; Chen, Jiong; Hwang, Gyujoon; Bergman, Mark; Bao, Jingxuan; Veturi, Yogasudha; Zhou, Zhen; Yang, Shu; Dazzan, Paola; Kahn, Rene S.; Schnack, Hugo G.; Zanetti, Marcus V.; Meisenzahl, Eva; Busatto, Geraldo F.; Crespo-Facorro, Benedicto; Pantelis, Christos; Wood, Stephen J.; Zhuo, Chuanjun; Shinohara, Russell T.; Gur, Ruben C.; Gur, Raquel E.; Koutsouleris, Nikolaos; Wolf, Daniel H.; Saykin, Andrew J.; Ritchie, Marylyn D.; Shen, Li; Thompson, Paul M.; Colliot, Olivier; Wittfeld, Katharina; Grabe, Hans J.; Tosun, Duygu; Bilgel, Murat; An, Yang; Marcus, Daniel S.; Lamontagne, Pamela; Heckbert, Susan R.; Austin, Thomas R.; Launer, Lenore J.; Espeland, Mark; Masters, Colin L.; Maruff, Paul; Fripp, Jurgen; Johnson, Sterling C.; Morris, John C.; Albert, Marilyn S.; Bryan, R. Nick; Resnick, Susan M.; Fan, Yong; Habes, Mohamad; Wolk, David; Shou, Haochang; Davatzikos, Christos 分享 收藏
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-Oncology (I3CR-WANO) Chakrabarty, Satrajit; Abidi, Syed Amaan; Mousa, Mina; Mokkarala, Mahati; Hren, Isabelle; Yadav, Divya; Kelsey, Matthew; LaMontagne, Pamela; Wood, John; Adams, Michael; Su, Yuzhuo; Thorpe, Sherry; Chung, Caroline; Sotiras, Aristeidis; Marcus, Daniel S. 分享 收藏
Structural gray matter alterations in glioblastoma and high-grade glioma-A potential biomarker of survival Lamichhane, Bidhan; Luckett, Patrick H.; Dierker, Donna; Yun Park, Ki; Burton, Harold; Olufawo, Michael; Trevino, Gabriel; Lee, John J.; Daniel, Andy G. S.; Hacker, Carl D.; Marcus, Daniel S.; Shimony, Joshua S.; Leuthardt, Eric C. 分享 收藏
Federated learning enables big data for rare cancer boundary detection 联邦学习支持罕见癌症边界检测的大数据 Pati, Sarthak; Baid, Ujjwal; Edwards, Brandon; Sheller, Micah; Wang, Shih-Han; Reina, G. Anthony; Foley, Patrick; Gruzdev, Alexey; Karkada, Deepthi; Davatzikos, Christos; Sako, Chiharu; Ghodasara, Satyam; Bilello, Michel; Mohan, Suyash; Vollmuth, Philipp; Brugnara, Gianluca; Preetha, Chandrakanth J.; Sahm, Felix; Maier-Hein, Klaus; Zenk, Maximilian; Bendszus, Martin; Wick, Wolfgang; Calabrese, Evan; Rudie, Jeffrey; Villanueva-Meyer, Javier; Cha, Soonmee; Ingalhalikar, Madhura; Jadhav, Manali; Pandey, Umang; Saini, Jitender; Garrett, John; Larson, Matthew; Jeraj, Robert; Currie, Stuart; Frood, Russell; Fatania, Kavi; Huang, Raymond Y.; Chang, Ken; Balana, Carmen; Capellades, Jaume; Puig, Josep; Trenkler, Johannes; Pichler, Josef; Necker, Georg; Haunschmidt, Andreas; Meckel, Stephan; Shukla, Gaurav; Liem, Spencer; Alexander, Gregory S.; Lombardo, Joseph; Palmer, Joshua D.; Flanders, Adam E.; Dicker, Adam P.; Sair, Haris I.; Jones, Craig K.; Venkataraman, Archana; Jiang, Meirui; So, Tiffany Y.; Chen, Cheng; Heng, Pheng Ann; Dou, Qi; Kozubek, Michal; Lux, Filip; Michalek, Jan; Matula, Petr; Kerkovsky, Milos; Koprivova, Tereza; Dostal, Marek; Vybihal, Vaclav; Vogelbaum, Michael A.; Mitchell, J. Ross; Farinhas, Joaquim; Maldjian, Joseph A.; Yogananda, Chandan Ganesh Bangalore; Pinho, Marco C.; Reddy, Divya; Holcomb, James; Wagner, Benjamin C.; Ellingson, Benjamin M.; Cloughesy, Timothy F.; Raymond, Catalina; Oughourlian, Talia; Hagiwara, Akifumi; Wang, Chencai; To, Minh-Son; Bhardwaj, Sargam; Chong, Chee; Agzarian, Marc; Falcao, Alexandre Xavier; Martins, Samuel B.; Teixeira, Bernardo C. A.; Sprenger, Flavia; Menotti, David; Lucio, Diego R.; La Montagne, Pamela; Marcus, Daniel; Wiestler, Benedikt; Kofler, Florian; Ezhov, Ivan; Metz, Marie; Jain, Rajan; Lee, Matthew; Lui, Yvonne W.; McKinley, Richard; Slotboom, Johannes; Radojewski, Piotr; Meier, Raphael; Wiest, Roland; Murcia, Derrick; Fu, Eric; Haas, Rourke; Thompson, John; Ormond, David Ryan; Badve, Chaitra; Sloan, Andrew E.; Vadmal, Vachan; Waite, Kristin; Colen, Rivka R.; Pei, Linmin; Ak, Murat; Srinivasan, Ashok; Bapuraj, J. Rajiv; Rao, Arvind; Wang, Nicholas; Yoshiaki, Ota; Moritani, Toshio; Turk, Sevcan; Lee, Joonsang; Prabhudesai, Snehal; Moron, Fanny; Mandel, Jacob; Kamnitsas, Konstantinos; Ben, Glocker; Dixon, Luke V. M.; Williams, Matthew; Zampakis, Peter; Panagiotopoulos, Vasileios; Tsiganos, Panagiotis; Alexiou, Sotiris; Haliassos, Ilias; Zacharaki, Evangelia I.; Moustakas, Konstantinos; Kalogeropoulou, Christina; Kardamakis, Dimitrios M.; Choi, Yoon Seong; Lee, Seung-Koo; Chang, Jong Hee; Ahn, Sung Soo; Luo, Bing; Poisson, Laila; Wen, Ning; Tiwari, Pallavi; Verma, Ruchika; Bareja, Rohan; Yadav, Ipsa; Chen, Jonathan; Kumar, Neeraj; Smits, Marion; van der Voort, Sebastian R.; Alafandi, Ahmed; Incekara, Fatih; Wijnenga, Maarten M. J.; Kapsas, Georgios; Gahrmann, Renske; Schouten, Joost W.; Dubbink, Hendrikus J.; Vincent, Arnaud J. P. E.; van den Bent, Martin J.; French, Pim J.; Klein, Stefan; Yuan, Yading; Sharma, Sonam; Tseng, Tzu-Chi; Adabi, Saba; Niclou, Simone P.; Keunen, Olivier; Hau, Ann-Christin; Vallieres, Martin; Fortin, David; Lepage, Martin; Landman, Bennett; Ramadass, Karthik; Xu, Kaiwen; Chotai, Silky; Chambless, Lola B.; Mistry, Akshitkumar; Thompson, Reid C.; Gusev, Yuriy; Bhuvaneshwar, Krithika; Sayah, Anousheh; Bencheqroun, Camelia; Belouali, Anas; Madhavan, Subha; Booth, Thomas C.; Chelliah, Alysha; Modat, Marc; Shuaib, Haris; Dragos, Carmen; Abayazeed, Aly; Kolodziej, Kenneth; Hill, Michael; Abbassy, Ahmed; Gamal, Shady; Mekhaimar, Mahmoud; Qayati, Mohamed; Reyes, Mauricio; Park, Ji Eun; Yun, Jihye; Kim, Ho Sung; Mahajan, Abhishek; Muzi, Mark; Benson, Sean; Beets-Tan, Regina G. H.; Teuwen, Jonas; Herrera-Trujillo, Alejandro; Trujillo, Maria; Escobar, William; Abello, Ana; Bernal, Jose; Gomez, Jhon; Choi, Joseph; Baek, Stephen; Kim, Yusung; Ismael, Heba; Allen, Bryan; Buatti, John M.; Kotrotsou, Aikaterini; Li, Hongwei; Weiss, Tobias; Weller, Michael; Bink, Andrea; Pouymayou, Bertrand; Shaykh, Hassan F.; Saltz, Joel; Prasanna, Prateek; Shrestha, Sampurna; Mani, Kartik M.; Payne, David; Kurc, Tahsin; Pelaez, Enrique; Franco-Maldonado, Heydy; Loayza, Francis; Quevedo, Sebastian; Guevara, Pamela; Torche, Esteban; Mendoza, Cristobal; Vera, Franco; Rios, Elvis; Lopez, Eduardo; Velastin, Sergio A.; Ogbole, Godwin; Soneye, Mayowa; Oyekunle, Dotun; Odafe-Oyibotha, Olubunmi; Osobu, Babatunde; Shu'aibu, Mustapha; Dorcas, Adeleye; Dako, Farouk; Simpson, Amber L.; Hamghalam, Mohammad; Peoples, Jacob J.; Hu, Ricky; Tran, Anh; Cutler, Danielle; Moraes, Fabio Y.; Boss, Michael A.; Gimpel, James; Veettil, Deepak Kattil; Schmidt, Kendall; Bialecki, Brian; Marella, Sailaja; Price, Cynthia; Cimino, Lisa; Apgar, Charles; Shah, Prashant; Menze, Bjoern; Barnholtz-Sloan, Jill S.; Martin, Jason; Bakas, Spyridon 分享 收藏
CSF Tau phosphorylation at Thr205 is associated with loss of white matter integrity in autosomal dominant Alzheimer disease Strain, Jeremy F.; Barthelemy, Nicolas; Horie, Kanta; Gordon, Brian A.; Kilgore, Collin; Aschenbrenner, Andrew; Cruchaga, Carlos; Xiong, Chengjie; Joseph-Mathurin, Nelly; Hassenstab, Jason; Fagan, Anne M.; Li, Yan; Karch, Celeste M.; Perrin, Richard J.; Berman, Sarah B.; Chhatwal, Jasmeer P.; Graff-Radford, Neill R.; Mori, Hiroshi; Levin, Johannes; Noble, James M.; Allegri, Ricardo; Schofield, Peter R.; Marcus, Daniel S.; Holtzman, David M.; Morris, John C.; Benzinger, Tammie L. S.; McDade, Eric M.; Bateman, Randall J.; Ances, Beau M. 分享 收藏
Covariance and Correlation Analysis of Resting State Functional Magnetic Resonance Imaging Data Acquired in a Clinical Trial of Mindfulness-Based Stress Reduction and Exercise in Older Individuals Snyder, Abraham Z.; Nishino, Tomoyuki; Shimony, Joshua S.; Lenze, Eric J.; Wetherell, Julie Loebach; Voegtle, Michelle; Miller, J. Philip; Yingling, Michael D.; Marcus, Daniel; Gurney, Jenny; Rutlin, Jerrel; Scott, Drew; Eyler, Lisa; Barch, Deanna 分享 收藏
Accelerating Prediction of Malignant Cerebral Edema After Ischemic Stroke with Automated Image Analysis and Explainable Neural Networks Foroushani, Hossein Mohammadian; Hamzehloo, Ali; Kumar, Atul; Chen, Yasheng; Heitsch, Laura; Slowik, Agnieszka; Strbian, Daniel; Lee, Jin-Moo; Marcus, Daniel S.; Dhar, Rajat 分享 收藏
Quantitative Serial CT Imaging-Derived Features Improve Prediction of Malignant Cerebral Edema after Ischemic Stroke Foroushani, Hossein Mohammadian; Hamzehloo, Ali; Kumar, Atul; Chen, Yasheng; Heitsch, Laura; Slowik, Agnieszka; Strbian, Daniel; Lee, Jin-Moo; Marcus, Daniel S.; Dhar, Rajat 分享 收藏
Tau PET in autosomal dominant Alzheimer's disease: relationship with cognition, dementia and other biomarkers Gordon, Brian A.; Blazey, Tyler M.; Christensen, Jon; Dincer, Aylin; Flores, Shaney; Keefe, Sarah; Chen, Charles; Su, Yi; McDade, Eric M.; Wang, Guoqiao; Li, Yan; Hassenstab, Jason; Aschenbrenner, Andrew; Hornbeck, Russ; Jack, Clifford R., Jr.; Ances, Beau M.; Berman, Sarah B.; Brosch, Jared R.; Galasko, Douglas; Gauthier, Serge; Lah, James J.; Masellis, Mario; van Dyck, Christopher H.; Mintun, Mark A.; Klein, Gregory; Ristic, Smiljana; Cairns, Nigel J.; Marcus, Daniel S.; Xiong, Chengjie; Holtzman, David. M.; Raichle, Marcus E.; Morris, John C.; Bateman, Randall J.; Benzinger, Tammie L. S. 分享 收藏
Longitudinal cognitive and biomarker changes in dominantly inherited Alzheimer disease McDade, Eric; Wang, Guoqiao; Gordon, Brian A.; Hassenstab, Jason; Benzinger, Tammie L. S.; Buckles, Virginia; Fagan, Anne M.; Holtzman, David M.; Cairns, Nigel J.; Goate, Alison M.; Marcus, Daniel S.; Morris, John C.; Paumier, Katrina; Xiong, Chengjie; Allegri, Ricardo; Berman, Sarah B.; Klunk, William; Noble, James; Ringman, John; Ghetti, Bernardino; Farlow, Martin; Sperling, Reisa A.; Chhatwal, Jasmeer; Salloway, Stephen; Graff-Radford, Neill R.; Schofield, Peter R.; Masters, Colin; Rossor, Martin N.; Fox, Nick C.; Levin, Johannes; Jucker, Mathias; Bateman, Randall J. 分享 收藏
Preferential degradation of cognitive networks differentiates Alzheimer's disease from ageing Chhatwal, Jasmeer P.; Schultz, Aaron P.; Johnson, Keith A.; Hedden, Trey; Jaimes, Sehily; Benzinger, Tammie L. S.; Jack, Clifford, Jr.; Ances, Beau M.; Ringman, John M.; Marcus, Daniel S.; Ghetti, Bernardino; Farlow, Martin R.; Danek, Adrian; Levin, Johannes; Yakushev, Igor; Laske, Christoph; Koeppe, Robert A.; Galasko, Douglas R.; Xiong, Chengjie; Masters, Colin L.; Schofield, Peter R.; Kinnunen, Kirsi M.; Salloway, Stephen; Martins, Ralph N.; McDade, Eric; Cairns, Nigel J.; Buckles, Virginia D.; Morris, John C.; Bateman, Randall; Sperling, Reisa A. 分享 收藏
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