Fetching the paper…
Reading the bibliography…
The International Classification of Diseases (ICD) is a list of classification codes for the diagnoses.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber · 1997
Earlier work this paper cites.
A systematic literature review of automated clinical coding and classification systems
Mary H Stanfill, Margaret Williams, Susan H Fenton, Robert A Jenders, and William R Hersh · 2010
Earlier work this paper cites.
Empirical evaluation of gated recurrent neural networks on sequence modeling
Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio · 2014
Earlier work this paper cites.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2015
Earlier work this paper cites.
Gated graph sequence neural networks
Yujia Li, Daniel Tarlow, Marc Brockschmidt, and Richard Zemel · 2015
Earlier work this paper cites.
An empirical study and analysis of generalized zero-shot learning for object recognition in the wild
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, and Fei Sha · 2016
Earlier work this paper cites.
Mimic-iii, a freely accessible critical care database
Alistair EW Johnson, Tom J Pollard, Lu Shen, H Lehman Li-wei, Mengling Feng, Mohammad Ghassemi, Benjamin Moody, Peter Szolovits, Leo Anthony Celi, and Roger G Mark · 2016
Earlier work this paper cites.
Martin Arjovsky, Soumith Chintala, and Léon Bottou · 2017
Cited alongside, same era.
Improved training of wasserstein gans
Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, and Aaron C Courville · 2017
Cited alongside, same era.
Train once, test anywhere: Zero-shot learning for text classification
Pushpankar Kumar Pushp and Muktabh Mayank Srivastava · 2017
Cited alongside, same era.
Towards automated icd coding using deep learning
Haoran Shi, Pengtao Xie, Zhiting Hu, Ming Zhang, and Eric P Xing · 2017
Cited alongside, same era.
Zero-shot learning-the good, the bad and the ugly
Yongqin Xian, Bernt Schiele, and Zeynep Akata · 2017
Cited alongside, same era.
Feature generating networks for zero-shot learning
Yongqin Xian, Tobias Lorenz, Bernt Schiele, and Zeynep Akata · 2018
Later among the works it cites.
A neural architecture for automated icd coding
Pengtao Xie and Eric Xing · 2018
Later among the works it cites.
Learning imbalanced datasets with label-distribution-aware margin loss
Kaidi Cao, Colin Wei, Adrien Gaidon, Nikos Arechiga, and Tengyu Ma · 2019
Closest in time.
Large-scale long-tailed recognition in an open world
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, and Stella X Yu · 2019
Closest in time.
Dual adversarial semantics-consistent network for generalized zero-shot learning
Jian Ni, Shanghang Zhang, and Haiyong Xie · 2019
Closest in time.
Integrating semantic knowledge to tackle zero-shot text classification
Jingqing Zhang, Piyawat Lertvittayakumjorn, and Yike Guo · 2019
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Multi-modal cycle-consistent generalized zero-shot learning
Rafael Felix, Vijay BG Kumar, Ian Reid, and Gustavo Carneiro · 2018
Cited alongside, same era.
Explainable prediction of medical codes from clinical text
James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, and Jacob Eisenstein · 2018
Cited alongside, same era.
Few-shot and zero-shot multi-label learning for structured label spaces
Anthony Rios and Ramakanth Kavuluru · 2018
Cited alongside, same era.
Closest in time.
Biowordvec, improving biomedical word embeddings with subword information and mesh
Yijia Zhang, Qingyu Chen, Zhihao Yang, Hongfei Lin, and Zhiyong Lu · 2019
Closest in time.