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References from A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records. Local targets link to admitted publications; unresolved targets remain external evidence.
Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions
10.1093/jamia/ocx138 · 2018 · External reference
Application of text information extraction system for real-time cancer case identification in an integrated healthcare organization
10.4103/jpi.jpi_55_17 · 2017 · External reference
Unresolved reference
2019 · External reference
Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record
10.1016/j.cardfail.2014.03.008 · 2014 · External reference
10.23919/fruct56874.2022.9953810
10.23919/fruct56874.2022.9953810 · 2022 · External reference
Unresolved reference
External reference
10.1007/978-3-030-79150-6_54
10.1007/978-3-030-79150-6_54 · External reference
Can reproducibility be improved in clinical natural language processing? A study of 7 clinical NLP suites
10.1093/jamia/ocaa261 · 2021 · External reference
Natural language processing–enabled and conventional data capture methods for input to electronic health records: a comparative usability study
10.2196/medinform.5544 · 2016 · External reference
Automating electronic clinical data capture for quality improvement and research: the CERTAIN validation project of real world evidence
10.5334/egems.211 · 2018 · External reference
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation
2019 · External reference
Clinical information extraction applications: a literature review
10.1016/j.jbi.2017.11.011 · 2018 · External reference
Attention is all you need
2017 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2011 · External reference
Two biomedical sublanguages: a description based on the theories of Zellig Harris
10.1016/s1532-0464(03)00012-1 · 2002 · External reference
Identification of patients with family history of pancreatic cancer-Investigation of an NLP system portability
2015 · External reference
Unresolved reference
2012 · External reference
Generalizability and portability of natural language processing system to extract individual social risk factors
10.1016/j.ijmedinf.2023.105115 · 2023 · External reference
Quantification of BERT diagnosis generalizability across medical specialties using semantic dataset distance
2021 · External reference
CancerBERT: a cancer domain-specific language model for extracting breast cancer phenotypes from electronic health records
2022 · External reference
Unresolved reference
External reference
Pearson correlation coefficient
2009 · External reference
De-identification of clinical notes via recurrent neural network and conditional random field
10.1016/j.jbi.2017.05.023 · 2017 · External reference
Detecting adverse drug events with rapidly trained classification models
10.1007/s40264-018-0763-y · 2019 · External reference
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition
10.1016/j.jbi.2017.11.007 · 2017 · External reference
10.3115/v1/d14-1162
10.3115/v1/d14-1162 · External reference
Distributed representations of words and phrases and their compositionality
2013 · External reference
Clinical concept extraction using transformers
10.1093/jamia/ocaa189 · 2020 · External reference
Analysis of variance (ANOVA) comparing means of more than two groups
10.5395/rde.2014.39.1.74 · 2014 · External reference
10.1111/opo.12131
10.1111/opo.12131 · External reference
Discovering novel drug-supplement interactions using SuppKG generated from the biomedical literature
10.1016/j.jbi.2022.104120 · 2022 · External reference
Rethinking generalization of neural models: a named entity recognition case study
2020 · External reference
Unresolved reference
External reference
Secondary use of EHR: data quality issues and informatics opportunities
2010 · External reference
Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients
10.1016/j.jbi.2019.103184 · 2019 · External reference
Electronic medical record phenotyping using the anchor and learn framework
10.1093/jamia/ocw011 · 2016 · External reference
