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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
Uncertainty-Aware Training for Ophthalmic Segmentation Using MedSAM 基于MedSAM的眼科分割不确定性感知训练 Clark, Christopher William; Kinder, Scott; Nebbia, Giacomo; Veturi, Yoga Advaith; McNamara, Steven; Manoharan, Niranjan; Forest, Talisa; Kahook, Malik; Mandava, Naresh; Singh, Praveer; Kalpathy-Cramer, Jayashree 分享 收藏
Comparing Interactive Machine Learning and Unassisted Segmentation of Geographic Atrophy From Fundus Autofluorescence 比较交互式机器学习与无辅助分割技术在眼底自荧光图像中地理性萎缩分割中的应用 Bearce, Benjamin; Mcnamara, Steve; Kinder, Scott; Manoharan, Niranjan; Lisker, Andres; Arguinchona, Lauren; Marks, Brittany; Roseto, Isabelle; Barrientos, Luis; Milner, Dallin; Gnanaraj, Ramya; Gill, Zafar; Tukel, Matthew; Abe-Ridgway, Kathryn; Mandava, Naresh; Singh, Praveer; Nebbia, Giacomo; Kalpathy-Cramer, Jayashree 分享 收藏
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A Deep Learning Pipeline for Longitudinal Image Registration Using Fundus Landmarks Veturi, Yoga Advaith; Mcnamara, Steve; Kinder, Scott; Clark, Christopher William; Thakuria, Upasana; Bearce, Benjamin; Manoharan, Niranjan; Mandava, Naresh; Kahook, Malik Y.; Singh, Praveer; Kalpathy-Cramer, Jayashree 分享 收藏
Privacy preservation for federated learning in health care 医疗保健中联合学习的隐私保护 Pati, Sarthak; Kumar, Sourav; Varma, Amokh; Edwards, Brandon; Lu, Charles; Qu, Liangqiong; Wang, Justin J.; Lakshminarayanan, Anantharaman; Wang, Shih-han; Sheller, Micah J.; Chang, Ken; Singh, Praveer; Rubin, Daniel L.; Kalpathy-Cramer, Jayashree; Bakas, Spyridon 分享 收藏
Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity Insights from a Multimodal Deep Learning Approach 来自多模态深度学习方法的与早产儿严重视网膜病变相关的氧合波动 Lin, Wei-Chun; Jordan, Brian K.; Scottoline, Brian; Ostmo, Susan R.; Coyner, Aaron S.; Singh, Praveer; Kalpathy-Cramer, Jayashree; Erdogmus, Deniz; Chan, R. V. Paul; Chiang, Michael F.; Campbell, J. Peter 分享 收藏
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
Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence 使用人工智能在印度的大型远程医疗计划中对早产儿视网膜病变严重程度进行流行病学评估 deCampos-Stairiker, Mallory A.; Coyner, Aaron S.; Gupta, Aditi; Oh, Minn; Shah, Parag K.; Subramanian, Prema; Venkatapathy, Narendran; Singh, Praveer; Kalpathy-Cramer, Jayashree; Chiang, Michael F.; Chan, R. V. Paul; Campbell, J. Peter 分享 收藏
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Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia 尼泊尔和蒙古早产儿视网膜病变筛查人工智能系统的评估 Cole, Emily; Valikodath, Nita G.; Al-Khaled, Tala; Bajimaya, Sanyam; Sagun, K. C.; Chuluunbat, Tsengelmaa; Munkhuu, Bayalag; Jonas, Karyn E.; Chuluunkhuu, Chimgee; MacKeen, Leslie D.; Yap, Vivien; Hallak, Joelle; Ostmo, Susan; Wu, Wei-Chi; Coyner, Aaron S.; Singh, Praveer; Kalpathy-Cramer, Jayashree; Chiang, Michael F.; Campbell, J. Peter; Chan, R. V. Paul 分享 收藏
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Artificial Intelligence for Retinopathy of Prematurity Validation of a Vascular Severity Scale against International Expert Diagnosis 针对国际专家诊断的血管严重程度量表的验证 Campbell, J. Peter; Chiang, Michael F.; Chen, Jimmy S.; Moshfeghi, Darius M.; Nudleman, Eric; Ruambivoonsuk, Paisan; Cherwek, Hunter; Cheung, Carol Y.; Singh, Praveer; Kalpathy-Cramer, Jayashree; Ostmo, Susan; Eydelman, Malvina; Chan, R. V. Paul; Capone, Antonio, Jr. 分享 收藏
Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence Application to Retinopathy of Prematurity Diagnosis 用于人工智能的鲁棒，隐私保护训练的合成医学图像在早产儿视网膜病变诊断中的应用 Coyner, Aaron S.; Chen, Jimmy S.; Chang, Ken; Singh, Praveer; Ostmo, Susan; Chan, R. V. Paul; Chiang, Michael F.; Kalpathy-Cramer, Jayashree; Campbell, J. Peter 分享 收藏
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Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment 新生儿早期氧气暴露的量化是需要治疗的早产儿视网膜病变的危险因素 Chen, Jimmy S.; Anderson, Jamie E.; Coyner, Aaron S.; Ostmo, Susan; Sonmez, Kemal; Erdogmus, Deniz; Jordan, Brian K.; McEvoy, Cynthia T.; Dukhovny, Dmitry; Schelonka, Robert L.; Chan, R. V. Paul; Singh, Praveer; Kalpathy-Cramer, Jayashree; Chiang, Michael F.; Campbell, J. Peter 分享 收藏
Single-Examination Risk Prediction of Severe Retinopathy of Prematurity 严重早产儿视网膜病变的单次检查风险预测 Coyner, Aaron S.; Chen, Jimmy S.; Singh, Praveer; Schelonka, Robert L.; Jordan, Brian K.; McEvoy, Cindy T.; Anderson, Jamie E.; Chan, R. V. Paul; Sonmez, Kemal; Erdogmus, Deniz; Chiang, Michael F.; Kalpathy-Cramer, Jayashree; Campbell, J. Peter 分享 收藏
Applications of Artificial Intelligence for Retinopathy of Prematurity Screening 人工智能在早产儿视网膜病变筛查中的应用 Campbell, J. Peter; Singh, Praveer; Redd, Travis K.; Brown, James M.; Shah, Parag K.; Subramanian, Prema; Rajan, Renu; Valikodath, Nita; Cole, Emily; Ostmo, Susan; Chan, R. V. Paul; Venkatapathy, Narendran; Chiang, Michael F.; 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
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