Jekyll2023-02-08T10:44:20+00:00https://proceedings.mlr.press/v90/feed.xmlProceedings of Machine Learning ResearchProceedings of the 1st International Workshop on Medication and Adverse Drug Event Detection on 04 May 2018
Published as Volume 90 by the Proceedings of Machine Learning Research on 16 May 2018.
Volume Edited by:
Feifan Liu
Abhyuday Jagannatha
Hong Yu
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRHybrid system for adverse drug event detection2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/chapman18a[{"given"=>"Alec B.", "family"=>"Chapman"}, {"given"=>"Kelly S.", "family"=>"Peterson"}, {"given"=>"Patrick R.", "family"=>"Alba"}, {"given"=>"Scott L.", "family"=>"DuVall"}, {"given"=>"Olga V.", "family"=>"Patterson"}]IBM Research System at MADE 2018: Detecting Adverse Drug Events from Electronic Health Records2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/dandala18a[{"given"=>"Bharath", "family"=>"Dandala"}, {"given"=>"Venkata", "family"=>"Joopudi"}, {"given"=>"Murthy", "family"=>"Devarakonda"}]Named Entity Recognition using Neural Networks for Clinical Notes2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/florez18a[{"given"=>"Edson", "family"=>"Florez"}, {"given"=>"Frederic", "family"=>"Precioso"}, {"given"=>"Michel", "family"=>"Riveill"}, {"given"=>"Romaric", "family"=>"Pighetti"}]Clinical NER and Relation Extraction using Bi-Char-LSTMs and Random Forest Classifiers2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/magge18a[{"given"=>"Arjun", "family"=>"Magge"}, {"given"=>"Matthew", "family"=>"Scotch"}, {"given"=>"Graciela", "family"=>"Gonzalez-Hernandez"}]Knowledge-based Feature Engineering for Detecting Medication and Adverse Drug Events from Electronic Health Records2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/ngo18a[{"given"=>"Duy-Hoa", "family"=>"Ngo"}, {"given"=>"Alejandro", "family"=>"Metke-Jimenez"}, {"given"=>"Anthony", "family"=>"Nguyen"}]Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/wunnava18a[{"given"=>"Susmitha", "family"=>"Wunnava"}, {"given"=>"Xiao", "family"=>"Qin"}, {"given"=>"Tabassum", "family"=>"Kakar"}, {"given"=>"Elke A.", "family"=>"Rundensteiner"}, {"given"=>"Xiangnan", "family"=>"Kong"}]UArizona at the MADE1.0 NLP Challenge2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/xu18a[{"given"=>"Dongfang", "family"=>"Xu"}, {"given"=>"Vikas", "family"=>"Yadav"}, {"given"=>"Steven", "family"=>"Bethard"}]Detecting Medications and Adverse Drug Events in Clinical Notes Using Recurrent Neural Networks2018-05-16T00:00:00+00:002018-05-16T00:00:00+00:00https://proceedings.mlr.press/v90/yang18a[{"given"=>"Xi", "family"=>"Yang"}, {"given"=>"Jiang", "family"=>"Bian"}, {"given"=>"Yonghui", "family"=>"Wu"}]