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Hits 1 – 20 of 26
1
Facilitadores del desarrollo del pensamiento computacional en estudiantes costarricenses
Picado-Arce, Karol
;
Matarrita Muñoz, Stefani
;
Núñez Sosa, Olmer
...
In: Comunicar: Revista científica iberoamericana de comunicación y educación, ISSN 1134-3478, Nº 68, 2021, pags. 85-96 (2021)
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2
Capturing Domain Semantics with Representation Learning: Applications to Health and Function
Newman-Griffis, Denis R
In: http://rave.ohiolink.edu/etdc/view?acc_num=osu1587658607378958 (2020)
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3
Comparative analysis of algorithmic approaches for auto-coding with ICD-10-AM and ACHI
Kaur, Rajvir
(S33301);
Ginige, Jeewani A.
(R12232). - : Netherlands, IOS Press, 2018
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4
Enhancing the objectivity of interactive formant estimation: introducing euclidean distance measure and numerical conditions for numbers and frequency ranges of formants
Kathiresan, Thayabaran
;
Maurer, Dieter
;
Dellwo, Volker
In: Kathiresan, Thayabaran; Maurer, Dieter; Dellwo, Volker (2017). Enhancing the objectivity of interactive formant estimation: introducing euclidean distance measure and numerical conditions for numbers and frequency ranges of formants. In: Trouvain, Juergen; Steiner, Ingmar; Moebius, Bernd. Elektronische Sprachsignalverarbeitung 2017. Dresden: TUDpress, 130-137. (2017)
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5
Extraction of Clinical Timeline from Discharge Summaries using Neural Networks
Maharana, Adyasha
. - 2017
Abstract:
Thesis (Master's)--University of Washington, 2017-12 ; Discharge summaries are a concise representation of the most important bits of information about a patient’s time in the hospital. Converting the free-text into a clinical timeline can facilitate accurate assimilation of information by physicians and the structured data can be used to populate knowledge bases, in clinical decision support systems, etc. Conventional methods for temporal evaluation of discharge summaries employ structured inference and extensive feature engineering. However, they also run the risk of overfitting to the training domain and thus, not being efficient in deployment. Novel methods of natural language processing leverage semantics from large corpuses and produce results with minimum feature engineering. This work explores the use of neural network architectures in clinical entity recognition and temporal evaluation. Recurrent neural networks are found to perform at par with conditional random field systems in clinical entity recognition, scoring 94.04% on the i2b2 2012 dataset. Moreover, they perform better for under-represented entity classes like ‘Occurrence’, ‘Evidential’ and ‘Clinical Department’ in a skewed dataset. The out-of-domain evaluation of conditional random fields and neural networks has favorable results on a corpus of ER visit, progress, consult and ICU notes from various medical centers. Neural networks are more agreeable to domain adaptation. This work also explores the use of convolutional neural nets for extraction of within-sentence temporal relations. Preliminary results show that convolutional networks might not be well suited to the task.
Keyword:
Biomedical Informatics
;
Clinical Informatics
;
Clinical Information Extraction
;
Computational Linguistics
;
Computer science
;
Discharge Summary
;
Instructional design
;
Linguistics
;
Natural Language Processing
;
To Be Assigned
URL:
http://hdl.handle.net/1773/40821
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6
Cognitive artificial intelligence – a complexity based machine learning approach for advanced cyber threats
Siddiqui, Sana
. - : ACM (IWSPA), 2017. : IEEE (IJCNN), 2017. : Springer, 2017. : IEEE (ICCI*CC), 2017
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7
Defining, Extracting, and Applying Events in NLP Tasks for Clinical Corpora
Klassen, Prescott
. - 2016
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8
A Hybrid Approach to Clinical Question Answering
Hasan, Sadid A
;
Zhu, Xianshu
;
Dong, Yao
...
In: DTIC (2014)
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9
Information in Command and Control: Connecting Mission Command and Social Network Analysis (Briefing Charts)
Arney, Chris
;
Howard, Nicholas
In: DTIC (2014)
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10
Invited Speaker Support for SBP Conference Series (SBP 2014) held in April, 2014 in Washington, DC.
Liu, Huan
;
Cioffi-Revilla,Claudio
. - 2014
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11
An exploratory study using the predicate-argument structure to develop methodology for measuring semantic similarity of radiology sentences
Newsom, Eric Tyner
. - 2013
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12
An exploratory study using the predicate-argument structure to develop methodology for measuring semantic similarity of radiology sentences ...
Newsom, Eric Tyner
. - : IUPUI University Library, 2013
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13
MorphoMap: mapeamento automático de narrativas clínicas para uma terminologia médica
Pacheco, Edson José
. - : Universidade Tecnológica Federal do Paraná, 2010. : Curitiba, 2010. : Programa de Pós-Graduação em Engenharia Elétrica e Informática Industrial, 2010
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14
Codeco: A Grammar Notation for Controlled Natural Language in Predictive Editors
Kuhn, T
In: Kuhn, T (2010). Codeco: A Grammar Notation for Controlled Natural Language in Predictive Editors. In: Second Workshop on Controlled Natural Languages (CNL 2010), Marettimo, Italy, 13 September 2010 - 15 September 2010. (2010)
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15
ACE can be described by itself
Fuchs, N E
;
Kaljurand, K
;
Kuhn, T
In: Fuchs, N E; Kaljurand, K; Kuhn, T (2009). ACE can be described by itself. In: Clematide, S; Klenner, M; Volk, Martin. Searching Answers: Festschrift in honour of Michael Hess on the occasion of his 60th birthday. Münster, Germany: Monsenstein und und Vannerdat, 45-48. (2009)
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16
Controlled Natural Language for Clinical Practice Guidelines
Shiffman, R N
;
Michel, G
;
Krauthammer, M
...
In: Shiffman, R N; Michel, G; Krauthammer, M; Fuchs, N E; Kaljurand, K; Kuhn, T (2009). Controlled Natural Language for Clinical Practice Guidelines. In: Workshop on Controlled Natural Language (CNL 2009), Marettimo, Italy, 8 June 2009 - 10 June 2009. (2009)
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17
How Controlled English can Improve Semantic Wikis
Kuhn, T
In: Kuhn, T (2009). How Controlled English can Improve Semantic Wikis. In: Fourth Workshop on Semantic Wikis (SemWiki2009), Heraklion, Greece, 1 June 2009. (2009)
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18
Controlled English for Reasoning on the Semantic Web
De Coi, J L
;
Fuchs, N E
;
Kaljurand, K
...
In: De Coi, J L; Fuchs, N E; Kaljurand, K; Kuhn, T (2009). Controlled English for Reasoning on the Semantic Web. In: Bry, F; Maluszynski, J. Semantic Techniques for the Web: The REWERSE Perspective. Berlin / Heidelberg, Germany: Springer, 276-308. (2009)
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19
Writing clinical practice guidelines in controlled natural language
Shiffman, R N
;
Michel, G
;
Krauthammer, M
...
In: Shiffman, R N; Michel, G; Krauthammer, M; Fuchs, N E; Kaljurand, K; Kuhn, T (2009). Writing clinical practice guidelines in controlled natural language. In: Workshop on Controlled Natural Language (CNL 2009), Marettimo, Italy, 8 June 2009 - 10 June 2009. Springer, 265-280. (2009)
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20
An Inheritance-Based Theory of the Lexicon in Combinatory Categorial Grammar
McConville, Mark
. - 2008
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