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field-names

Overview page. Subjects: History.

Collecting all the field‐names of a parish from every available source, from earliest times to the present day, is a worthwhile task for a local historian or a group project. Unlike the...

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A Qualitative Investigation of the Content of Dental Paper-based and Computer-based Patient Record Formats

Titus Schleyer, Heiko Spallek and Pedro Hernández.

in Journal of the American Medical Informatics Association

July 2007; p ublished online July 2007 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 6754 words.

Abstract

Objective: Approximately 25% of all general dentists practicing in the United States use a computer in the dental operatory. Only 1.8%...

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High-fidelity phenotyping: richness and freedom from bias

George Hripcsak and David J Albers.

in Journal of the American Medical Informatics Association

March 2018; p ublished online October 2017 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 4472 words.

Abstract

Electronic health record phenotyping is the use of raw electronic health record data to assert characterizations about patients. Researchers have been...

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Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries

Yan Xu, Yining Wang, Tianren Liu, Jiahua Liu, Yubo Fan, Yi Qian, Junichi Tsujii and Eric I Chang.

in Journal of the American Medical Informatics Association

February 2014; p ublished online August 2013 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 6988 words.

Abstract

Objective In this paper, we focus on three aspects: (1) to annotate a set of standard corpus in Chinese discharge summaries; (2) to...

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Lancet: a high precision medication event extraction system for clinical text

Zuofeng Li, Feifan Liu, Lamont Antieau, Yonggang Cao and Hong Yu.

in Journal of the American Medical Informatics Association

September 2010; p ublished online September 2010 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 3780 words.

Abstract

Objective: This paper presents Lancet, a supervised machine-learning system that automatically extracts medication events consisting of...

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Extracting medication information from clinical text

Özlem Uzuner, Imre Solti and Eithon Cadag.

in Journal of the American Medical Informatics Association

September 2010; p ublished online September 2010 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 3942 words.

Abstract

The Third i2b2 Workshop on Natural Language Processing Challenges for Clinical Records focused on the identification of medications, their dosages,...

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Improving textual medication extraction using combined conditional random fields and rule-based systems

Domonkos Tikk and Illés Solt.

in Journal of the American Medical Informatics Association

September 2010; p ublished online September 2010 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 3930 words.

Abstract

Objective: In the i2b2 Medication Extraction Challenge, medication names together with details of their administration were to be...

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A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries

Min Jiang, Yukun Chen, Mei Liu, S Trent Rosenbloom, Subramani Mani, Joshua C Denny and Hua Xu.

in Journal of the American Medical Informatics Association

September 2011; p ublished online April 2011 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 5583 words.

Abstract

Objective The authors' goal was to develop and evaluate machine-learning-based approaches to extracting clinical entities—including...

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A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction

Qi Li, Haijun Zhai, Louise Deleger, Todd Lingren, Megan Kaiser, Laura Stoutenborough and Imre Solti.

in Journal of the American Medical Informatics Association

September 2013; p ublished online December 2012 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 5749 words.

Abstract

Objective The goal of this work was to evaluate machine learning methods, binary classification and sequence labeling, for...

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Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation

Jiaheng Xie, Xiao Liu and Daniel Dajun Zeng.

in Journal of the American Medical Informatics Association

January 2018; p ublished online May 2017 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 5461 words.

Abstract

Objective

Recent years have seen increased worldwide popularity of e-cigarette use. However, the risks of...

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Transmitting and processing electronic prescriptions: experiences of physician practices and pharmacies

Joy M Grossman, Dori A Cross, Ellyn R Boukus and Genna R Cohen.

in Journal of the American Medical Informatics Association

May 2012; p ublished online November 2011 .

Journal Article. Subjects: Medical Statistics and Methodology; Bioinformatics and Computational Biology; Biomathematics and Statistics. 6188 words.

Abstract

Objective A core feature of e-prescribing is the electronic exchange of prescription data between physician practices and pharmacies,...

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