Extracting entities with attributes in clinical text via joint deep learning
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Yaoyun Zhang | Qingcai Chen | Buzhou Tang | Hua Xu | Xiaolong Wang | Ying Xiong | Yingping Yi | Zongcheng Ji | Xue Shi | Qingcai Chen | Buzhou Tang | Xiaolong Wang | Yaoyun Zhang | Xue Shi | Yingping Yi | Ying Xiong | Hua Xu | Zongcheng Ji | H. Xu
[1] Hua Xu,et al. Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features , 2013, BMC Medical Informatics and Decision Making.
[2] Yu Cheng,et al. Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes , 2018, J. Am. Medical Informatics Assoc..
[3] Carol Friedman,et al. Research Paper: A General Natural-language Text Processor for Clinical Radiology , 1994, J. Am. Medical Informatics Assoc..
[4] Ming Yang,et al. Entity recognition from clinical texts via recurrent neural network , 2017, BMC Medical Informatics and Decision Making.
[5] Joel D. Martin,et al. Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010 , 2011, J. Am. Medical Informatics Assoc..
[6] F. Wilcoxon. Individual Comparisons by Ranking Methods , 1945 .
[7] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[8] Sunil Kumar Sahu,et al. Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network , 2017, J. Biomed. Informatics.
[9] Peter Szolovits,et al. MIMIC-III, a freely accessible critical care database , 2016, Scientific Data.
[10] Bo Xu,et al. Joint entity and relation extraction based on a hybrid neural network , 2017, Neurocomputing.
[11] Jürgen Schmidhuber,et al. Learning to Forget: Continual Prediction with LSTM , 2000, Neural Computation.
[12] Yuan Luo,et al. Recurrent Neural Networks for Classifying Relations in Clinical Notes , 2017, AMIA.
[13] Shuying Shen,et al. 2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text , 2011, J. Am. Medical Informatics Assoc..