Literature DB >> 26185244

Advances in natural language processing.

Julia Hirschberg1, Christopher D Manning2.   

Abstract

Natural language processing employs computational techniques for the purpose of learning, understanding, and producing human language content. Early computational approaches to language research focused on automating the analysis of the linguistic structure of language and developing basic technologies such as machine translation, speech recognition, and speech synthesis. Today's researchers refine and make use of such tools in real-world applications, creating spoken dialogue systems and speech-to-speech translation engines, mining social media for information about health or finance, and identifying sentiment and emotion toward products and services. We describe successes and challenges in this rapidly advancing area.
Copyright © 2015, American Association for the Advancement of Science.

Entities:  

Mesh:

Year:  2015        PMID: 26185244     DOI: 10.1126/science.aaa8685

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  72 in total

1.  Using Electronic Health Records To Generate Phenotypes For Research.

Authors:  Sarah A Pendergrass; Dana C Crawford
Journal:  Curr Protoc Hum Genet       Date:  2018-12-05

2.  Cognitive analysis of metabolomics data for systems biology.

Authors:  Erica L-W Majumder; Elizabeth M Billings; H Paul Benton; Richard L Martin; Amelia Palermo; Carlos Guijas; Markus M Rinschen; Xavier Domingo-Almenara; J Rafael Montenegro-Burke; Bradley A Tagtow; Robert S Plumb; Gary Siuzdak
Journal:  Nat Protoc       Date:  2021-01-22       Impact factor: 13.491

3.  Using Natural Language Processing of Free-Text Radiology Reports to Identify Type 1 Modic Endplate Changes.

Authors:  Hannu T Huhdanpaa; W Katherine Tan; Sean D Rundell; Pradeep Suri; Falgun H Chokshi; Bryan A Comstock; Patrick J Heagerty; Kathryn T James; Andrew L Avins; Srdjan S Nedeljkovic; David R Nerenz; David F Kallmes; Patrick H Luetmer; Karen J Sherman; Nancy L Organ; Brent Griffith; Curtis P Langlotz; David Carrell; Saeed Hassanpour; Jeffrey G Jarvik
Journal:  J Digit Imaging       Date:  2018-02       Impact factor: 4.056

Review 4.  How to Develop and Implement a Specialized Heart Failure with Preserved Ejection Fraction Clinical Program.

Authors:  Sanjiv J Shah; Rebecca Cogswell; John J Ryan; Kavita Sharma
Journal:  Curr Cardiol Rep       Date:  2016-12       Impact factor: 2.931

Review 5.  Artificial Intelligence for Mental Health and Mental Illnesses: an Overview.

Authors:  Sarah Graham; Colin Depp; Ellen E Lee; Camille Nebeker; Xin Tu; Ho-Cheol Kim; Dilip V Jeste
Journal:  Curr Psychiatry Rep       Date:  2019-11-07       Impact factor: 5.285

6.  Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes.

Authors:  Yujia Bao; Zhengyi Deng; Yan Wang; Heeyoon Kim; Victor Diego Armengol; Francisco Acevedo; Nofal Ouardaoui; Cathy Wang; Giovanni Parmigiani; Regina Barzilay; Danielle Braun; Kevin S Hughes
Journal:  JCO Clin Cancer Inform       Date:  2019-09

7.  VINCENT: A visual analytics system for investigating the online vaccine debate.

Authors:  Anton Ninkov; Kamran Sedig
Journal:  Online J Public Health Inform       Date:  2019-09-19

8.  Diabetes on Twitter: A Sentiment Analysis.

Authors:  Elia Gabarron; Enrique Dorronzoro; Octavio Rivera-Romero; Rolf Wynn
Journal:  J Diabetes Sci Technol       Date:  2018-11-19

9.  A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing.

Authors:  Michael Tanana; Kevin A Hallgren; Zac E Imel; David C Atkins; Vivek Srikumar
Journal:  J Subst Abuse Treat       Date:  2016-01-28

10.  Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery.

Authors:  Benjamin D Wissel; Hansel M Greiner; Tracy A Glauser; Katherine D Holland-Bouley; Francesco T Mangano; Daniel Santel; Robert Faist; Nanhua Zhang; John P Pestian; Rhonda D Szczesniak; Judith W Dexheimer
Journal:  Epilepsia       Date:  2019-11-29       Impact factor: 5.864

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