4.7 Article

Med7: A transferable clinical natural language processing model for electronic health records

Related references

Note: Only part of the references are listed.
Article Biochemical Research Methods

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

Jinhyuk Lee et al.

BIOINFORMATICS (2020)

Article Critical Care Medicine

Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019

Matthew A. Reyna et al.

CRITICAL CARE MEDICINE (2020)

Article Computer Science, Artificial Intelligence

Named entity recognition in electronic health records using transfer learning bootstrapped Neural Networks

Luka Gligic et al.

NEURAL NETWORKS (2020)

Article Computer Science, Information Systems

2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records

Sam Henry et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2020)

Article Psychiatry

Natural language processing for structuring clinical text data on depression using UK-CRIS

Nemanja Vaci et al.

EVIDENCE-BASED MENTAL HEALTH (2020)

Review Computer Science, Information Systems

Deep learning in clinical natural language processing: a methodical review

Stephen Wu et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2020)

Article Medical Informatics

A clinical text classification paradigm using weak supervision and deep representation

Yanshan Wang et al.

BMC MEDICAL INFORMATICS AND DECISION MAKING (2019)

Article Computer Science, Information Systems

CLAMP - a toolkit for efficiently building customized clinical natural language processing pipelines

Ergin Soysal et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2018)

Article Biochemistry & Molecular Biology

DrugBank 5.0: a major update to the DrugBank database for 2018

David S. Wishart et al.

NUCLEIC ACIDS RESEARCH (2018)

Article Computer Science, Information Systems

Public and physician's expectations and ethical concerns about electronic health record: Benefits outweigh risks except for information security

Eleni Entzeridou et al.

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2018)

Article Computer Science, Interdisciplinary Applications

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances

Sumithra Velupillai et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Getting Deep Recommenders Fit: Bloom Embeddings for Sparse Binary Input/Output Networks

Joan Serra et al.

PROCEEDINGS OF THE ELEVENTH ACM CONFERENCE ON RECOMMENDER SYSTEMS (RECSYS'17) (2017)

Article Multidisciplinary Sciences

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson et al.

SCIENTIFIC DATA (2016)

Article Engineering, Electrical & Electronic

Visual Domain Adaptation

Vishal M. Patel et al.

IEEE SIGNAL PROCESSING MAGAZINE (2015)

Article Computer Science, Information Systems

MedXN: an open source medication extraction and normalization tool for clinical text

Sunghwan Sohn et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)

Article Computer Science, Information Systems

Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification

Sunghwan Sohn et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2013)

Article Biochemical Research Methods

Getting More Out of Biomedical Documents with GATE's Full Lifecycle Open Source Text Analytics

Hamish Cunningham et al.

PLOS COMPUTATIONAL BIOLOGY (2013)

Article Computer Science, Interdisciplinary Applications

Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reports

Harsha Gurulingappa et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2012)

Article Computer Science, Information Systems

Coreference analysis in clinical notes: a multi-pass sieve with alternate anaphora resolution modules

Siddhartha Reddy Jonnalagadda et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2012)

Article Computer Science, Information Systems

Using machine learning for concept extraction on clinical documents from multiple data sources

Manabu Torii et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2011)

Article Computer Science, Information Systems

Normalized names for clinical drugs: RxNorm at 6 years

Stuart J. Nelson et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2011)

Article Computer Science, Information Systems

MedEx: a medication information extraction system for clinical narratives

Hua Xu et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2010)

Article Computer Science, Information Systems

Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

Guergana K. Savova et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2010)

Article Computer Science, Information Systems

Identifying patient smoking status from medical discharge records

Oezlem Uzuner et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2008)

Article Biochemistry & Molecular Biology

The Unified Medical Language System (UMLS): integrating biomedical terminology

O Bodenreider

NUCLEIC ACIDS RESEARCH (2004)