Proceedings of Machine Learning Research

Volume 90: International Workshop on Medication and Adverse Drug Event Detection, 04 May 2018,

Editors: Feifan Liu, Abhyuday Jagannatha, Hong Yu

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Detecting Medications and Adverse Drug Events in Clinical Notes Using Recurrent Neural Networks

Xi Yang, Jiang Bian, Yonghui Wu ; PMLR 90:1-6

Named Entity Recognition using Neural Networks for Clinical Notes

Edson Florez, Frederic Precioso, Michel Riveill, Romaric Pighetti ; PMLR 90:7-15

Hybrid system for adverse drug event detection

Alec B. Chapman, Kelly S. Peterson, Patrick R. Alba, Scott L. DuVall, Olga V. Patterson ; PMLR 90:16-24

Clinical NER and Relation Extraction using Bi-Char-LSTMs and Random Forest Classifiers

Arjun Magge, Matthew Scotch, Graciela Gonzalez-Hernandez ; PMLR 90:25-30

Knowledge-based Feature Engineering for Detecting Medication and Adverse Drug Events from Electronic Health Records

Duy-Hoa Ngo, Alejandro Metke-Jimenez, Anthony Nguyen ; PMLR 90:31-38

IBM Research System at MADE 2018: Detecting Adverse Drug Events from Electronic Health Records

Bharath Dandala, Venkata Joopudi, Murthy Devarakonda ; PMLR 90:39-47

Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records

Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner, Xiangnan Kong ; PMLR 90:48-56

UArizona at the MADE1.0 NLP Challenge

Dongfang Xu, Vikas Yadav, Steven Bethard ; PMLR 90:57-65