未登录 Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging 利用深度学习从医学影像的序数标签推断连续预测 Hoebel, Katharina V.; Lemay, Andreanne; Campbell, John Peter; Ostmo, Susan; Chiang, Michael F.; Bridge, Christopher P.; Li, Matthew D.; Singh, Praveer; Coyner, Aaron S.; Kalpathy-Cramer, Jayashree 分享 收藏
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Not without Context-A Multiple Methods Study on Evaluation and Correction of Automated Brain Tumor Segmentations by Experts 并非没有背景-专家评估和纠正自动脑肿瘤分割的多种方法研究 Hoebel, Katharina V.; Bridge, Christopher P.; Kim, Albert; Gerstner, Elizabeth R.; Ly, Ina K.; Deng, Francis; DeSalvo, Matthew N.; Dietrich, Jorg; Huang, Raymond; Huang, Susie Y.; Pomerantz, Stuart R.; Vagvala, Saivenkat; Rosen, Bruce R.; Kalpathy-Cramer, Jayashree 分享 收藏
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Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance Kim, Albert E.; Lou, Kevin W.; Giobbie-Hurder, Anita; Chang, Ken; Gidwani, Mishka; Hoebel, Katharina; Patel, Jay B.; Cleveland, Mason C.; Singh, Praveer; Bridge, Christopher P.; Ahmed, Syed Rakin; Bearce, Benjamin A.; Liu, William; Fuster-Garcia, Elies; Lee, Eudocia Q.; Lin, Nancy U.; Overmoyer, Beth; Wen, Patrick Y.; Nayak, Lakshmi; Cohen, Justine, V; Dietrich, Jorg; Eichler, April; Heist, Rebecca; Krop, Ian; Lawrence, Donald; Ligibel, Jennifer; Tolaney, Sara; Mayer, Erica; Winer, Eric; Perrino, Carmen M.; Summers, Elizabeth J.; Mahar, Maura; Oh, Kevin; Shih, Helen A.; Cahill, Daniel P.; Rosen, Bruce R.; Yen, Yi-Fen; Kalpathy-Cramer, Jayashree; Martinez-Lage, Maria; Sullivan, Ryan J.; Brastianos, Priscilla K.; Emblem, Kyrre E.; Gerstner, Elizabeth R. 分享 收藏
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Improving the repeatability of deep learning models with Monte Carlo dropout 利用蒙特卡罗dropout提高深度学习模型的可重复性 Lemay, Andreanne; Hoebel, Katharina; Bridge, Christopher P.; Befano, Brian; De Sanjose, Silvia; Egemen, Didem; Rodriguez, Ana Cecilia; Schiffman, Mark; Campbell, John Peter; Kalpathy-Cramer, Jayashree 分享 收藏
Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density Chang, Ken; Beers, Andrew L.; Brink, Laura; Patel, Jay B.; Singh, Praveer; Arun, Nishanth T.; Hoebel, Katharina V.; Gaw, Nathan; Shah, Meesam; Pisano, Etta D.; Tilkin, Mike; Coombs, Laura P.; Dreyer, Keith J.; Allen, Bibb; Agarwal, Sheela; Kalpathy-Cramer, Jayashree 分享 收藏
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging 用于医学成像中连续疾病严重程度评估和变化检测的Siamese神经网络 Li, Matthew D.; Chang, Ken; Bearce, Ben; Chang, Connie Y.; Huang, Ambrose J.; Campbell, J. Peter; Brown, James M.; Singh, Praveer; Hoebel, Katharina, V; Erdogmus, Deniz; Ioannidis, Stratis; Palmer, William E.; Chiang, Michael F.; Kalpathy-Cramer, Jayashree 分享 收藏
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