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Learning to Bootstrap for Combating Label Noise



Yuyin Zhou , Xianhang Li , Fengze Liu , Xuxi Chen , Lequan Yu , Cihang Xie , Matthew P. Lungren , Lei Xing

* tech report; code is available at https://github.com/yuyinzhou/L2B 

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RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR



Yuyin Zhou , Shih-Cheng Huang , Jason Alan Fries , Alaa Youssef , Timothy J. Amrhein , Marcello Chang , Imon Banerjee , Daniel Rubin , Lei Xing , Nigam Shah , Matthew P. Lungren

* RadFusion dataset: https://stanfordaimi.azurewebsites.net/datasets/3a7548a4-8f65-4ab7-85fa-3d68c9efc1bd 

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RapidRead: Global Deployment of State-of-the-art Radiology AI for a Large Veterinary Teleradiology Practice



Michael Fitzke , Conrad Stack , Andre Dourson , Rodrigo M. B. Santana , Diane Wilson , Lisa Ziemer , Arjun Soin , Matthew P. Lungren , Paul Fisher , Mark Parkinson


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End-to-End AI-based MRI Reconstruction and Lesion Detection Pipeline for Evaluation of Deep Learning Image Reconstruction



Ruiyang Zhao , Yuxin Zhang , Burhaneddin Yaman , Matthew P. Lungren , Michael S. Hansen


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fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data



Ruiyang Zhao , Burhaneddin Yaman , Yuxin Zhang , Russell Stewart , Austin Dixon , Florian Knoll , Zhengnan Huang , Yvonne W. Lui , Michael S. Hansen , Matthew P. Lungren


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OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting



Michael Fitzke , Derick Whitley , Wilson Yau , Fernando Rodrigues Jr , Vladimir Fadeev , Cindy Bacmeister , Chris Carter , Jeffrey Edwards , Matthew P. Lungren , Mark Parkinson


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RadGraph: Extracting Clinical Entities and Relations from Radiology Reports



Saahil Jain , Ashwin Agrawal , Adriel Saporta , Steven QH Truong , Du Nguyen Duong , Tan Bui , Pierre Chambon , Yuhao Zhang , Matthew P. Lungren , Andrew Y. Ng , Curtis P. Langlotz , Pranav Rajpurkar


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High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy with Cardiovascular Deep Learning



Grant Duffy , Paul P Cheng , Neal Yuan , Bryan He , Alan C. Kwan , Matthew J. Shun-Shin , Kevin M. Alexander , Joseph Ebinger , Matthew P. Lungren , Florian Rader , David H. Liang , Ingela Schnittger , Euan A. Ashley , James Y. Zou , Jignesh Patel , Ronald Witteles , Susan Cheng , David Ouyang


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