Concepedia

Publication | Closed Access

Using the contextual language model BERT for multi-criteria classification of scientific articles

DOI

56

Citations

14

References

2020

Year

Ashwin Karthik Ambalavanan, Murthy Devarakonda
Journal of Biomedical Informatics

References

YearCitations

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

Jinhyuk Lee, Wonjin Yoon, Sungdong Kim,

Bioinformatics

2019

6.5K

SciBERT: A Pretrained Language Model for Scientific Text

Iz Beltagy, Kyle Lo, Arman Cohan

2019

2.9K

Developing Optimal Search Strategies for Detecting Clinically Sound Studies in MEDLINE

R. Brian Haynes, Nancy L Wilczynski, K. Ann McKibbon,

Journal of the American Medical Informatics Association

1994

769

Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

Iain Marshall, Anna H Noel-Storr, Joël Kuiper,

Research Synthesis Methods

2018

419

Enhancing clinical concept extraction with contextual embeddings

Yuqi Si, Jingqi Wang, Hua Xu,

Journal of the American Medical Informatics Association

2019

320

Text Categorization Models for High-Quality Article Retrieval in Internal Medicine

Yindalon Aphinyanaphongs

Journal of the American Medical Informatics Association

2004

181

Best Match: New relevance search for PubMed

Nicolas Fiorini, Kathi Canese, Grisha Starchenko,

PLoS Biology

2018

168

Towards Automatic Recognition of Scientifically Rigorous Clinical Research Evidence

Halil Kilicoglu, Dina Demner‐Fushman, Thomas C. Rindflesch,

Journal of the American Medical Informatics Association

2008

106

An overview of the design and methods for retrieving high-quality studies for clinical care

Nancy L Wilczynski, Douglas R. Morgan, R. Brian Haynes

BMC Medical Informatics and Decision Making

2005

92

Using Citation Data to Improve Retrieval from MEDLINE

Elmer V. Bernstam, Jorge R Herskovic, Yindalon Aphinyanaphongs,

Journal of the American Medical Informatics Association

2005

92

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