Negation and uncertainty detection in clinical texts written in Spanish: a deep learning-based approach

Integrating Speculation Detection and Deep Learning to Extract Lung Cancer Diagnosis from Clinical Notes

(2021) Oswaldo Solarte Pabón et al.   Applied Sciences-Basel

A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine

(2021) Leonardo Campillos-Llanos et al.   BMC Medical Informatics and Decision Making

Corpora Annotated with Negation: An Overview

(2020) Salud María Jiménez-Zafra et al.   COMPUTATIONAL LINGUISTICS

Neural negated entity recognition in Spanish electronic health records

(2020) Sara Santiso et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Negation detection for sentiment analysis: A case study in Spanish

(2020) Salud María Jiménez-Zafra et al.   Natural Language Engineering

The Impact of Pretrained Language Models on Negation and Speculation Detection in Cross-Lingual Medical Text: Comparative Study

(2020) Renzo Rivera Zavala et al.   JMIR Medical Informatics

Towards reliable named entity recognition in the biomedical domain

(2019) John M Giorgi et al.   BIOINFORMATICS

TL-NER: A Transfer Learning Model for Chinese Named Entity Recognition

(2019) DunLu Peng et al.   INFORMATION SYSTEMS FRONTIERS

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

(2019) Jinhyuk Lee et al.   BIOINFORMATICS

Negation and speculation scope detection using recursive neural conditional random fields

(2019) Hao Fei et al.   NEUROCOMPUTING

Clinical Natural Language Processing in languages other than English: opportunities and challenges

(2018) Aurélie Névéol et al.   Journal of Biomedical Semantics

A comparison of word embeddings for the biomedical natural language processing

(2018) Yanshan Wang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Word embeddings for negation detection in health records written in Spanish

(2018) Sara Santiso et al.   SOFT COMPUTING

Defining and Measuring Diagnostic Uncertainty in Medicine: A Systematic Review

(2017) Viraj Bhise et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

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

Speculation detection for Chinese clinical notes: Impacts of word segmentation and embedding models

(2016) Shaodian Zhang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Research on Chinese negation and speculation: corpus annotation and identification

(2016) Bowei Zou et al.   Frontiers of Computer Science

On the creation of a clinical gold standard corpus in Spanish: Mining adverse drug reactions

(2015) Maite Oronoz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Hedge Scope Detection in Biomedical Texts: An Effective Dependency-Based Method

(2015) Huiwei Zhou et al.   PLoS One

Cue-based assertion classification for Swedish clinical text—Developing a lexicon for pyConTextSwe

(2014) Sumithra Velupillai et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Evaluating the state of the art in disorder recognition and normalization of the clinical narrative

(2014) Sameer Pradhan et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Modality and Negation: An Introduction to the Special Issue

(2012) Roser Morante et al.   COMPUTATIONAL LINGUISTICS

Cross-Genre and Cross-Domain Detection of Semantic Uncertainty

(2012) György Szarvas et al.   COMPUTATIONAL LINGUISTICS

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

2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text

(2011) Özlem Uzuner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Detecting hedge cues and their scope in biomedical text with conditional random fields

(2010) Shashank Agarwal et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Biomedical negation scope detection with conditional random fields

(2010) Shashank Agarwal et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

ConText: An algorithm for determining negation, experiencer, and temporal status from clinical reports

(2009) Henk Harkema et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Evaluation of Negation and Uncertainty Detection and its Impact on Precision and Recall in Search

(2009) Andrew S. Wu et al.   JOURNAL OF DIGITAL IMAGING

The BioScope corpus: biomedical texts annotated for uncertainty, negation and their scopes

(2008) Veronika Vincze et al.   BMC BIOINFORMATICS

Machine Learning and Rule-based Approaches to Assertion Classification

(2008) O. Uzuner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION