UTurku: Drug Named Entity Recognition and Drug-Drug Interaction Extraction Using SVM Classification and Domain Knowledge

2013-06-01 · SEMEVAL 2013 6 · Jari Bj{\"o}rne, Suwisa Kaewphan, Tapio Salakoski

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Tasks

Drug–drug Interaction Extraction General Classificationnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)Relation Extraction

GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries

2019-09-23 · Maksim Belousov, Nikola Milosevic, Ghada Alfattni, Haifa Alrdahi 외

Monitoring the administration of drugs and adverse drug reactions are key parts of pharmacovigilance. In this paper, we explore the extraction of drug mentions and drug-related information (reason for taking a drug, rout…

Entity Extraction using GAN named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)+2

MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction

2023-08-12 · Jie Yang, Soyeon Caren Han, Siqu Long, Josiah Poon 외

Extracting meaningful drug-related information chunks, such as adverse drug events (ADE), is crucial for preventing morbidity and saving many lives. Most ADEs are reported via an unstructured conversation with the medica…

Event Detection Event Extraction Medical Named Entity Recognition named-entity-recognition+2

A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity

2018-07-01 · WS 2018 7 · Mengnan Zhao, Aaron J. Masino, Christopher C. Yang

We investigate the quality of task specific word embeddings created with relatively small, targeted corpora. We present a comprehensive evaluation framework including both intrinsic and extrinsic evaluation that can be e…

Named Entity Recognition (NER)Outlier Detection Question Answering Relation Extraction+1

A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events

2020-11-01 · Findings of the Association for Computational Linguistics 2020 · Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong 외

An adverse drug event (ADE) is an injury resulting from medical intervention related to a drug. Automatic ADE detection from text is either fine-grained (ADE entity recognition) or coarse-grained (ADE assertive sentence …

Classification named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)+2

The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews

2020-04-07 · Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy 외

The Russian Drug Reaction Corpus (RuDReC) is a new partially annotated corpus of consumer reviews in Russian about pharmaceutical products for the detection of health-related named entities and the effectiveness of pharm…

General Classification named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)+3