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A radiogenomic approach for triple-negative breast cancer risk stratification Noor, Humaira; Zheng, Yuanning; Mantz, Adam; Zhou, Ryle; Kozlov, Andrew; DeMartini, Wendy B.; Chen, Shu-Tian; Okamoto, Satoko; Ikeda, Debra; Mattonen, Sarah; Napel, Sandy; Telli, Melinda L.; Sledge, George; Kurian, Allison; Satoyoshi, Mina; Gevaert, Olivier; Itakura, Haruka Share Save
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Artificial intelligence and machine learning in cancer imaging Koh, Dow-Mu; Papanikolaou, Nickolas; Bick, Ulrich; Illing, Rowland; Kahn, Charles E., Jr.; Kalpathi-Cramer, Jayshree; Matos, Celso; Marti-Bonmati, Luis; Miles, Anne; Mun, Seong Ki; Napel, Sandy; Rockall, Andrea; Sala, Evis; Strickland, Nicola; Prior, Fred Share Save
The Medical Segmentation Decathlon Antonelli, Michela; Reinke, Annika; Bakas, Spyridon; Farahani, Keyvan; Kopp-Schneider, Annette; Landman, Bennett A.; Litjens, Geert; Menze, Bjoern; Ronneberger, Olaf; Summers, Ronald M.; van Ginneken, Bram; Bilello, Michel; Bilic, Patrick; Christ, Patrick F.; Do, Richard K. G.; Gollub, Marc J.; Heckers, Stephan H.; Huisman, Henkjan; Jarnagin, William R.; McHugo, Maureen K.; Napel, Sandy; Pernicka, Jennifer S. Golia; Rhode, Kawal; Tobon-Gomez, Catalina; Vorontsov, Eugene; Meakin, James A.; Ourselin, Sebastien; Wiesenfarth, Manuel; Arbelaez, Pablo; Bae, Byeonguk; Chen, Sihong; Daza, Laura; Feng, Jianjiang; He, Baochun; Isensee, Fabian; Ji, Yuanfeng; Jia, Fucang; Kim, Ildoo; Maier-Hein, Klaus; Merhof, Dorit; Pai, Akshay; Park, Beomhee; Perslev, Mathias; Rezaiifar, Ramin; Rippel, Oliver; Sarasua, Ignacio; Shen, Wei; Son, Jaemin; Wachinger, Christian; Wang, Liansheng; Wang, Yan; Xia, Yingda; Xu, Daguang; Xu, Zhanwei; Zheng, Yefeng; Simpson, Amber L.; Maier-Hein, Lena; Cardoso, M. Jorge Share Save
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge Balagurunathan, Yoganand; Beers, Andrew; Mcnitt-Gray, Michael; Hadjiiski, Lubomir; Napel, Sandy; Goldgof, Dmitry; Perez, Gustavo; Arbelaez, Pablo; Mehrtash, Alireza; Kapur, Tina; Yang, Ehwa; Moon, Jung Won; Perez, Gabriel Bernardino; Delgado-Gonzalo, Ricard; Farhangi, M. Mehdi; Amini, Amir A.; Ni, Renkun; Feng, Xue; Bagari, Aditya; Vaidhya, Kiran; Veasey, Benjamin; Safta, Wiem; Frigui, Hichem; Enguehard, Joseph; Gholipour, Ali; Castillo, Laura Silvana; Daza, Laura Alexandra; Pinsky, Paul; Kalpathy-Cramer, Jayashree; Farahani, Keyvan Share Save
Machine Learning Radiomics Model for Early Identification of Small-Cell Lung Cancer on Computed Tomography Scans Shah, Rajesh P.; Selby, Heather M.; Mukherjee, Pritam; Verma, Shefali; Xie, Peiyi; Xu, Qinmei; Das, Millie; Malik, Sachin; Gevaert, Olivier; Napel, Sandy Share Save
Machine learning approach to differentiation of peripheral schwannomas and neurofibromas: A multi-center study Zhang, Michael; Tong, Elizabeth; Wong, Sam; Hamrick, Forrest; Mohammadzadeh, Maryam; Rao, Vaishnavi; Pendleton, Courtney; Smith, Brandon W.; Hug, Nicholas F.; Biswal, Sandip; Seekins, Jayne; Napel, Sandy; Spinner, Robert J.; Mahan, Mark A.; Yeom, Kristen W.; Wilson, Thomas J. Share Save
Machine-Learning Approach to Differentiation of Benign and Malignant Peripheral Nerve Sheath Tumors: A Multicenter Study Zhang, Michael; Tong, Elizabeth; Hamrick, Forrest; Lee, Edward H.; Tam, Lydia T.; Pendleton, Courtney; Smith, Brandon W.; Hug, Nicholas F.; Biswal, Sandip; Seekins, Jayne; Mattonen, Sarah A.; Napel, Sandy; Campen, Cynthia J.; Spinner, Robert J.; Yeom, Kristen W.; Wilson, Thomas J.; Mahan, Mark A. Share Save
MRI-based radiomics for prognosis of pediatric diffuse intrinsic pontine glioma: an international study Tam, Lydia T.; Yeom, Kristen W.; Wright, Jason N.; Jaju, Alok; Radmanesh, Alireza; Han, Michelle; Toescu, Sebastian; Maleki, Maryam; Chen, Eric; Campion, Andrew; Lai, Hollie A.; Eghbal, Azam A.; Oztekin, Ozgur; Mankad, Kshitij; Hargrave, Darren; Jacques, Thomas S.; Goetti, Robert; Lober, Robert M.; Cheshier, Samuel H.; Napel, Sandy; Said, Mourad; Aquilina, Kristian; Ho, Chang Y.; Monje, Michelle; Vitanza, Nicholas A.; Mattonen, Sarah A. Share Save
A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasets Mukherjee, Pritam; Zhou, Mu; Lee, Edward; Schicht, Anne; Balagurunathan, Yoganand; Napel, Sandy; Gillies, Robert; Wong, Simon; Thieme, Alexander; Leung, Ann; Gevaert, Olivier Share Save
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping Zwanenburg, Alex; Vallieres, Martin; Abdalah, Mahmoud A.; Aerts, Hugo J. W. L.; Andrearczyk, Vincent; Apte, Aditya; Ashrafinia, Saeed; Bakas, Spyridon; Beukinga, Roeloff; Boellaard, Ronald; Bogowicz, Marta; Boldrini, Luca; Buvat, Irene; Cook, Gary J. R.; Davatzikos, Christos; Depeursinge, Adrien; Desseroit, Marie-Charlotte; Dinapoli, Nicola; Cuong Viet Dinh; Echegaray, Sebastian; El Naqa, Issam; Fedorov, Andriy Y.; Gatta, Roberto; Gillies, Robert J.; Goh, Vicky; Goetz, Michael; Guckenberger, Matthias; Ha, Sung Min; Hatt, Mathieu; Isensee, Fabian; Lambin, Philippe; Leger, Stefan; Leijenaar, Ralph T. H.; Lenkowicz, Jacopo; Lippert, Fiona; Losnegard, Are; Maier-Hein, Klaus H.; Morin, Olivier; Mueller, Henning; Napel, Sandy; Nioche, Christophe; Orlhac, Fanny; Pati, Sarthak; Pfaehler, Elisabeth A. G.; Rahmim, Arman; Rao, Arvind U. K.; Scherer, Jonas; Siddique, Muhammad Musib; Sijtsema, Nanna M.; Fernandez, Jairo Socarras; Spezi, Emiliano; Steenbakkers, Roel J. H. M.; Tanadini-Lang, Stephanie; Thorwarth, Daniela; Troost, Esther G. C.; Upadhaya, Taman; Valentini, Vincenzo; van Dijk, Lisanne V.; van Griethuysen, Joost; van Velden, Floris H. P.; Whybra, Philip; Richter, Christian; Loeck, Steffen Share Save
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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? Bernard, Olivier; Lalande, Alain; Zotti, Clement; Cervenansky, Frederick; Yang, Xin; Heng, Pheng-Ann; Cetin, Irem; Lekadir, Karim; Camara, Oscar; Gonzalez Ballester, Miguel Angel; Sanroma, Gerard; Napel, Sandy; Petersen, Steffen; Tziritas, Georgios; Grinias, Elias; Khened, Mahendra; Kollerathu, Varghese Alex; Krishnamurthi, Ganapathy; Rohe, Marc-Michel; Pennec, Xavier; Sermesant, Maxime; Isensee, Fabian; Jaeger, Paul; Maier-Hein, Klaus H.; Full, Peter M.; Wolf, Ivo; Engelhardt, Sandy; Baumgartner, Christian F.; Koch, Lisa M.; Wolterink, Jelmer M.; Isgum, Ivana; Jang, Yeonggul; Hong, Yoonmi; Patravali, Jay; Jain, Shubham; Humbert, Olivier; Jodoin, Pierre-Marc Share Save
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