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Automatic medical report generation from chest X-ray images is one possibility for assisting doctors to reduce their workload.
Bleu: a method for automatic evaluation of machine translation
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Distributional semantics resources for biomedical text processing
SPFGH Moen and Tapio Salakoski2 Sophia Ananiadou · 2013
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Diederik P Kingma and Jimmy Ba · 2014
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Preparing a collection of radiology examinations for distribution and retrieval
Dina Demner-Fushman, Marc D Kohli, Marc B Rosenman, Sonya E Shooshan, Laritza Rodriguez, Sameer Antani, George R Thoma, and Clement J McDonald · 2015
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Deep visual-semantic alignments for generating image descriptions
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Ramakrishna Vedantam, C Lawrence Zitnick, and Devi Parikh · 2015
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Jonathan Krause, Justin Johnson, Ranjay Krishna, and Li Fei-Fei · 2017
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Thoracic disease identification and localization with limited supervision
Zhe Li, Chong Wang, Mei Han, Yuan Xue, Wei Wei, Li-Jia Li, and F Li · 2017
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Chexnet: Radiologist-level pneumonia detection on chest x-rays with deep learning
Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, and Ronald M Summers · 2017
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On the automatic generation of medical imaging reports
Baoyu Jing, Pengtao Xie, and Eric Xing · 2018
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Hybrid retrieval-generation reinforced agent for medical image report generation
Christy Y Li, Xiaodan Liang, Zhiting Hu, and Eric P Xing · 2018
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Tienet: Text-image embedding network for common thorax disease classification and reporting in chest x-rays
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, and Ronald M Summers · 2018
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Multimodal recurrent model with attention for automated radiology report generation
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Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Ding, Aarti Bagul, Curtis Langlotz, Katie Shpanskaya, et al · 2017
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean
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Yuan Xue, Tao Xu, L Rodney Long, Zhiyun Xue, Sameer Antani, George R Thoma, and Xiaolei Huang · 2018
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Knowledge-driven encode, retrieve, paraphrase for medical image report generation
Christy Y Li, Xiaodan Liang, Zhiting Hu, and Eric P Xing · 2019
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