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Academic Articles & Research Papers
Showing 20 of 446 academic articles
Cristian Soto Jacome, MD, Danny Segura Torres, MD, Jungwei W. Fan, PhD, Ricardo Loor-Torres, MD et al. • Mayo Clinic Proceedings: Digital Health
(2024)
Objective: To address thyroid cancer overdiagnosis, we aim to develop a natural language processing (NLP) algorithm to determine the appropriateness of thyroid ultrasounds (TUS). Patients and Methods: Between 2017 and 2021, we identified 18...
DOAJ
Open Access (DOAJ)
DOI: 10.1016/j.mcpdig.2024.01.001
Zexian Zeng, Yu Deng, Xiaoyu Li, Tristan Naumann et al. • IEEE Transactions on Computational Biology and Bioinformatics
(2018)
This article reviews recent advances in applying natural language processing (NLP) to Electronic Health Records (EHRs) for computational phenotyping. NLP-based computational phenotyping has numerous applications including diagnosis categori...
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Open Access
DOI: https://doi.org/10.1109/tcbb.2018.2849968
PMC: 6388621
Jacob Russell Neterer, Osman Guzide • Proceedings of the West Virginia Academy of Science
(2018)
The recent leap in the development of deep learning has opened the door to more advanced assistance in natural language processing. In this paper, a rough outline of how the process of deep learning functions, how it relates to natural lang...
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cc-by-nc
DOI: https://doi.org/10.55632/pwvas.v90i1.339
Angel R. Martinez • Wiley Interdisciplinary Reviews Computational Statistics
(2010)
Abstract Approximately 40 years ago, the goal of endowing computers with the capacity to understand natural language began. These efforts were originally callednatural language understanding, which is now more frequently callednatural langu...
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DOI: https://doi.org/10.1002/wics.76
Zhiyuan Liu, Yankai Lin, Maosong Sun • Springer eBooks
(2023)
This open access book provides a comprehensive overview of the representation learning techniques for natural language processing....
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DOI: https://doi.org/10.1007/978-981-99-1600-9
Michael A. Chary, Saumil Parikh, Alex F. Manini, Edward W. Boyer et al. • Western Journal of Emergency Medicine
(2018)
Natural language processing (NLP) aims to program machines to interpret human language as humans do. It could quantify aspects of medical education that were previously amenable only to qualitative methods. The application of NLP to medical...
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DOI: https://doi.org/10.5811/westjem.2018.11.39725
PMC: 6324711
Mohammed Bahja • IntechOpen eBooks
(2020)
Increasing dependency of humans on computer-assisted systems has led to researchers focusing on more effective communication technologies that can mimic human interactions as well as understand natural languages and human emotions. The prob...
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DOI: https://doi.org/10.5772/intechopen.92203
Julia Hirschberg, Bruce W. Ballard, Donald M. Hindle • AT&T Technical Journal
(1988)
Researchers in natural language processing (NLP) apply computational techniques to the understanding and generation of human language. Currently, we are focusing on the development of grammatical formalisms and parsing algorithms, appropria...
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DOI: https://doi.org/10.1002/j.1538-7305.1988.tb00232.x
Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel et al. • Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL Demo)
(2014)
Christopher Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven Bethard, David McClosky. Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations. 2014....
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DOI: https://doi.org/10.3115/v1/p14-5010
Dastan Hussen Maulud, Subhi R. M. Zeebaree, Karwan Jacksi, Mohammed Mohammed Sadeeq et al. • Qubahan Academic Journal
(2021)
Semantic analysis is an essential feature of the NLP approach. It indicates, in the appropriate format, the context of a sentence or paragraph. Semantics is about language significance study. The vocabulary used conveys the importance of th...
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DOI: https://doi.org/10.48161/qaj.v1n2a40
Stuti Patel • International Journal of Science and Research (IJSR)
(2023)
Natural language processing is widely discussed and researched topic nowadays.As it is one of the oldest areas of research in machine leaning it is used in major fields such as machine translation speech recognition and text processing.Natu...
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DOI: https://doi.org/10.21275/sr23216193027
Jiajun Zhang, Chengqing Zong • Cognitive computation trends
(2019)
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DOI: https://doi.org/10.1007/978-3-030-06073-2_5
Elizabeth D. Liddy • CRC Press eBooks
(2009)
Natural language processing (NLP) is the computerized approach to analyzing text that is based on both a set of theories and a set of technologies. Although NLP is a relatively recent area of research and application, compared with other in...
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DOI: https://doi.org/10.1081/e-elis3-120008664
Oi Yee Kwong • Routledge eBooks
(2023)
The primary concern of natural language processing is the design and implementation of computational systems for analysing and understanding human languages to automate certain real-life tasks demanding human language abilities. It is typic...
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DOI: https://doi.org/10.4324/9781003168348-41
Glen Coppersmith, Ryan Leary, Patrick Crutchley, Alex B. Fine • Biomedical Informatics Insights
(2018)
Suicide is among the 10 most common causes of death, as assessed by the World Health Organization. For every death by suicide, an estimated 138 people's lives are meaningfully affected, and almost any other statistic around suicide deaths i...
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DOI: https://doi.org/10.1177/1178222618792860
PMC: 6111391
Harry R. Tennant • Defense Technical Information Center (DTIC)
(1981)
Despite a large amount of research on developing natural language understanding programs, little work has been done on evaluating their performance or potential. The evaluations that have been done have been unsystematic and incomplete. Thi...
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BJARNADOTTIR RI, WU Y, SNIGURSKA UA, SER S et al. • Studies in health technology and informatics
(2024)
PMC
PMC Public Access (View-Only)
DOI: 10.3233/SHTI240172
PMC: PMC13739210
Simov Kiril, Osenova Petya • Cybernetics and Information Technologies
(2018)
With the availability of large language data online, cross-linked lexical resources (such as BabelNet, Predicate Matrix and UBY) and semantically annotated corpora (SemCor, OntoNotes, etc.), more and more applications in Natural Language Pr...
DOAJ
Open Access (DOAJ)
DOI: 10.2478/cait-2018-0008
Rashmi Patel, Miguel E Rentería, Soon Nan Wee, Rajagopalan Ramaswamy et al. • BMJ Open
(2022)
Purpose NeuroBlu is a real-world data (RWD) repository that contains deidentified electronic health record (EHR) data from US mental healthcare providers operating the MindLinc EHR system. NeuroBlu enables users to perform statistical analy...
DOAJ
Open Access (DOAJ)
DOI: 10.1136/bmjopen-2021-057227
Sumaya Mustafa, Mariwan Hama Saeed • Journal of Electrical Systems and Information Technology
(2025)
Abstract Artificial intelligence (AI) models have demonstrated significant success in classifying various types of text. However, the complex nature of these models often complicates the interpretability of their classifications. To address...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s43067-025-00273-2