Medical imaging is widely used in clinical practice for diagnosis and treatment.
Reading the bibliography…
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
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Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu · 2002
Earlier work this paper cites.
Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin · 2004
Earlier work this paper cites.
Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, and Cordelia Schmid · 2009
Earlier work this paper cites.
Difficulties in the interpretation of chest radiography
Louke Delrue, Robert Gosselin, Bart Ilsen, An Van Landeghem, Johan de Mey, and Philippe Duyck · 2011
Earlier work this paper cites.
Deep convolutional ranking for multilabel image annotation
Yunchao Gong, Yangqing Jia, Thomas Leung, Alexander Toshev, and Sergey Ioffe · 2013
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
How to construct deep recurrent neural networks
Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, and Yoshua Bengio · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
Earlier work this paper cites.
Meteor universal: Language specific translation evaluation for any target language
Michael Denkowski and Alon Lavie · 2014
Cited alongside, same era.
From medical image to automatic medical report generation
Pavel Kisilev, Eugene Walach, Ella Barkan, Boaz Ophir, Sharon Alpert, and Sharbell Y Hashoul · 2015
Cited alongside, same era.
Show and tell: A neural image caption generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, and Dumitru Erhan · 2015
Cited alongside, same era.
From captions to visual concepts and back
Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh K Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C Platt, et al · 2015
Cited alongside, same era.
Deep visual-semantic alignments for generating image descriptions
Andrej Karpathy and Li Fei-Fei · 2015
Cited alongside, same era.
Show, attend and tell: Neural image caption generation with visual attention
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, and Yoshua Bengio · 2015
Cited alongside, same era.
Multiple object recognition with visual attention
Jimmy Ba, Volodymyr Mnih, and Koray Kavukcuoglu · 2015
Cited alongside, same era.
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
Cited alongside, same era.
Long-term recurrent convolutional networks for visual recognition and description
Jeffrey Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Kate Saenko, and Trevor Darrell · 2015
Cited alongside, same era.
Cider: Consensus-based image description evaluation
Ramakrishna Vedantam, C Lawrence Zitnick, and Devi Parikh · 2015
Later among the works it cites.
Multi-timescale long short-term memory neural network for modelling sentences and documents
Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, and Xuanjing Huang · 2015
Later among the works it cites.
Learning to read chest x-rays: recurrent neural cascade model for automated image annotation
Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, and Ronald M Summers · 2016
Later among the works it cites.
Image captioning with semantic attention
Quanzeng You, Hailin Jin, Zhaowen Wang, Chen Fang, and Jiebo Luo · 2016
Later among the works it cites.
Mdnet: A semantically and visually interpretable medical image diagnosis network
Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, and Lin Yang · 2017
Closest in time.
A hierarchical approach for generating descriptive image paragraphs
Jonathan Krause, Justin Johnson, Ranjay Krishna, and Li Fei-Fei · 2017
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Recurrent topic-transition gan for visual paragraph generation
Xiaodan Liang, Zhiting Hu, Hao Zhang, Chuang Gan, and Eric P. Xing · 2017
Closest in time.
Parallelizing linear recurrent neural nets over sequence length
Eric Martin and Chris Cundy · 2018
Closest in time.
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