The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study
Authors
Keywords
-
Journal
JMIR Medical Informatics
Volume 8, Issue 12, Pages e18953
Publisher
JMIR Publications Inc.
Online
2020-10-29
DOI
10.2196/18953
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Transfer learning for biomedical named entity recognition with neural networks
- (2018) John M Giorgi et al. BIOINFORMATICS
- Clinical performance pilot using cognitive computing for clinical trial matching at Mayo Clinic.
- (2018) Jane Helgeson et al. JOURNAL OF CLINICAL ONCOLOGY
- Annotation and detection of drug effects in text for pharmacovigilance
- (2018) Paul Thompson et al. Journal of Cheminformatics
- A syntactic path-based hybrid neural network for negation scope detection
- (2018) Lydia Lazib et al. Frontiers of Computer Science
- Word embeddings for negation detection in health records written in Spanish
- (2018) Sara Santiso et al. SOFT COMPUTING
- SFU ReviewSP-NEG: a Spanish corpus annotated with negation for sentiment analysis. A typology of negation patterns
- (2017) Salud María Jiménez-Zafra et al. Language Resources and Evaluation
- Learning to extract adverse drug reaction events from electronic health records in Spanish
- (2016) Arantza Casillas et al. EXPERT SYSTEMS WITH APPLICATIONS
- Impact of Predicting Health Care Utilization Via Web Search Behavior: A Data-Driven Analysis
- (2016) Vibhu Agarwal et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx
- (2015) Saeed Mehrabi et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Clinical Decision Support With Natural Language Processing Facilitates Determination of Colonoscopy Surveillance Intervals
- (2013) Timothy D. Imler et al. Clinical Gastroenterology and Hepatology
- A machine-learning approach to negation and speculation detection in clinical texts
- (2012) Noa P. Cruz Díaz et al. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY
- Systematized nomenclature of medicine clinical terms (SNOMED CT) to represent computed tomography procedures
- (2011) Thuppahi Sisira De Silva et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Negation detection in Swedish clinical text: An adaption of NegEx to Swedish
- (2011) Maria Skeppstedt Journal of Biomedical Semantics
- Biomedical negation scope detection with conditional random fields
- (2010) Shashank Agarwal et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- The BioScope corpus: biomedical texts annotated for uncertainty, negation and their scopes
- (2008) Veronika Vincze et al. BMC BIOINFORMATICS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started