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RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting


Jul 05, 2021
Benjamin Hou, Georgios Kaissis, Ronald Summers, Bernhard Kainz


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Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database


Jul 28, 2018
Ke Yan, Xiaosong Wang, Le Lu, Ling Zhang, Adam Harrison, Mohammadhad Bagheri, Ronald Summers

* Accepted by CVPR2018. DeepLesion url added 

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NegBio: a high-performance tool for negation and uncertainty detection in radiology reports


Dec 27, 2017
Yifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald Summers, Zhiyong Lu

* Final version. Accepted for publication in AMIA 2018 Informatics Summit. 9 pages, 2 figures, 4 tables 

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Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database


Mar 25, 2016
Xiaosong Wang, Le Lu, Hoo-chang Shin, Lauren Kim, Isabella Nogues, Jianhua Yao, Ronald Summers


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