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A dictionary to identify small molecules and drugs in free text

Bioinformatics, 2009-11, Vol.25 (22), p.2983-2991

2009

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Design matters in patient-level prediction: evaluation of a cohort vs. case-control design when developing predictive models in observational healthcare datasets

Journal of big data, 2021-08, Vol.8 (1), p.1-18, Article 108

2021

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Jane: suggesting journals, finding experts

Bioinformatics, 2008-03, Vol.24 (5), p.727-728

2008

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Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data

Journal of the American Medical Informatics Association : JAMIA, 2018-08, Vol.25 (8), p.969-975

2018

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Using the Data Quality Dashboard to Improve the EHDEN Network

Applied sciences, 2021-12, Vol.11 (24), p.11920

2021

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Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers

Studies in health technology and informatics, 2015, Vol.216, p.574

2015

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Adjusting for indirectly measured confounding using large-scale propensity score

Journal of biomedical informatics, 2022-10, Vol.134, p.104204-104204, Article 104204

2022

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Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm

Journal of the American Medical Informatics Association : JAMIA, 2020-03, Vol.27 (3), p.376-385

2020

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Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND)

Journal of the American Medical Informatics Association : JAMIA, 2020-08, Vol.27 (8), p.1331-1337

2020

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European Health Data & Evidence Network-learnings from building out a standardized international health data network

Journal of the American Medical Informatics Association : JAMIA, 2023-12, Vol.31 (1), p.209-219

2023

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dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling

Journal of the American Medical Informatics Association : JAMIA, 2022-05, Vol.29 (8), p.1366-1371

2022

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Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study

Journal of the American Medical Informatics Association : JAMIA, 2020-08, Vol.27 (8), p.1268-1277

2020

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Learning from local to global: An efficient distributed algorithm for modeling time-to-event data

Journal of the American Medical Informatics Association : JAMIA, 2020-07, Vol.27 (7), p.1028-1036

2020

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Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes

Journal of biomedical informatics, 2023-09, Vol.145, p.104476-104476, Article 104476

2023

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A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

Computer methods and programs in biomedicine, 2021-11, Vol.211, p.106394-106394, Article 106394

2021

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Hierarchical models for multiple, rare outcomes using massive observational healthcare databases

Statistical analysis and data mining, 2016-08, Vol.9 (4), p.260-268

2016

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Word sense disambiguation in the biomedical domain: an overview

Journal of computational biology, 2005-06, Vol.12 (5), p.554-565

2005

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Literature-based concept profiles for gene annotation: The issue of weighting

International journal of medical informatics (Shannon, Ireland), 2008-05, Vol.77 (5), p.354-362

2008

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Evaluation of techniques for increasing recall in a dictionary approach to gene and protein name identification

Journal of biomedical informatics, 2007-06, Vol.40 (3), p.316-324

2007

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GeneE: Gene and protein query expansion with disambiguation

Bioinformatics, 2010-01, Vol.26 (1), p.147-148

2010

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Feasibility and utility of applications of the common data model to multiple, disparate observational health databases

Journal of the American Medical Informatics Association : JAMIA, 2015-05, Vol.22 (3), p.553-564

2015

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Harmonization process for the identification of medical events in eight European healthcare databases: the experience from the EU-ADR project

Journal of the American Medical Informatics Association : JAMIA, 2013-01, Vol.20 (1), p.184-192

2013

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A dictionary to identify small molecules and drugs in free text

Design matters in patient-level prediction: evaluation of a cohort vs. case-control design when developing predictive models in observational healthcare datasets

Jane: suggesting journals, finding experts

Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data

Using the Data Quality Dashboard to Improve the EHDEN Network

Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers

Adjusting for indirectly measured confounding using large-scale propensity score

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm

Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND)

European Health Data & Evidence Network-learnings from building out a standardized international health data network

dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling

Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study

Learning from local to global: An efficient distributed algorithm for modeling time-to-event data

Padé approximant meets federated learning: A nearly lossless, one-shot algorithm for evidence synthesis in distributed research networks with rare outcomes

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

Hierarchical models for multiple, rare outcomes using massive observational healthcare databases

Word sense disambiguation in the biomedical domain: an overview

Literature-based concept profiles for gene annotation: The issue of weighting

Evaluation of techniques for increasing recall in a dictionary approach to gene and protein name identification

GeneE: Gene and protein query expansion with disambiguation

Feasibility and utility of applications of the common data model to multiple, disparate observational health databases

Harmonization process for the identification of medical events in eight European healthcare databases: the experience from the EU-ADR project

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