Fetching the paper…
Reading the bibliography…
We propose an 'end-to-end' character-based recurrent neural network that extracts disease named entities from a Japanese medical text and simultaneously judges its modality as either positive or negative; i.e., the mentioned disease or symptom is affirmed or negated.
A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries
Wendy W. Chapman, Will Bridewell, Paul Hanbury, Gregory F. Cooper, and Bruce G. Buchanan. 2001 · 2001
Earlier work this paper cites.
Chunking with Support Vector Machines
Taku Kudo and Yuji Matsumoto. 2001 · 2001
Earlier work this paper cites.
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
John Lafferty, Andrew McCallum, and Fernando Pereira. 2001 · 2001
Earlier work this paper cites.
Use of General-purpose Negation Detection to Augment Concept Indexing of Medical Documents
Pradeep G. Mutalik, Aniruddha Deshpande, and Prakash M. Nadkarni. 2001 · 2001
Earlier work this paper cites.
Japanese Named Entity extraction with redundant morphological analysis
Masayuki Asahara and Yuji Matsumoto. 2003 · 2003
Earlier work this paper cites.
A controlled trial of automated classification of negation from clinical notes
Peter L. Elkin, Steven H. Brown, Brent A. Bauer, Casey S. Husser, William Carruth, Larry R. Bergstrom, and Dietlind L. Wahner-Roedler. 2005 · 2005
Cited alongside, same era.
Bio-medical entity extraction using support vector machines
Koichi Takeuchi and Nigel Collier. 2005 · 2005
Cited alongside, same era.
Context: An Algorithm for Determining Negation, Experiencer, and Temporal Status from Clinical Reports
Henk Harkema, John N. Dowling, Tyler Thornblade, and Wendy W. Chapman. 2009 · 2009
Cited alongside, same era.
Extraction of adverse drug effects from clinical records
Eiji Aramaki, Yasuhide Miura, Masatsugu Tonoike, Tomoko Ohkuma, Hiroshi Masuichi, Kayo Waki, and Kazuhiko Ohe. 2010 · 2010
Cited alongside, same era.
Incorporating Knowledge Resources to Enhance Medical Information Extraction
Yasuhide Miura. 2013 · 2013
Cited alongside, same era.
Overview of the NTCIR-10 MEDNLP task
Mizuki Morita, Yoshinobu Kano, Tomoko Ohkuma, Mai Miyabe, and Eiji Aramaki. 2013 · 2013
Later among the works it cites.
Adam: A Method for Stochastic Optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Later among the works it cites.
Named Entity Recognition with Bidirectional LSTM-CNNs
Jason P.C. Chiu and Eric Nichols. 2016 · 2016
Later among the works it cites.
CharNER: Character-Level Named Entity Recognition
Onur Kuru, Ozan A. Can, and Deniz Yuret. 2016 · 2016
Later among the works it cites.
Neural Architectures for Named Entity Recognition
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer. 2016 · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…