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A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools

Yuval Shahar, Ohad Young, Erez Shalom, Maya Galperin, Alon Mayaffit, Robert Moskovitch, Alon Hessing
2004 Journal of Biomedical Informatics  
The architecture supports guideline classification, semantic markup, context-sensitive search, browsing, run-time application, and retrospective quality assessment.  ...  We introduce a Web-based, modular, distributed architecture, the Digital Electronic Guideline Library (DeGeL), which facilitates gradual conversion of clinical guidelines from text to a formal representation  ...  We thank Samson Tu and Mor Peleg for useful discussions regarding the need for supporting the use of multiple guideline ontologies. Drs.  ... 
doi:10.1016/j.jbi.2004.07.001 pmid:15488747 fatcat:tmwoeimtovbcznupkeudgltwwe

Vaidurya: A multiple-ontology, concept-based, context-sensitive clinical-guideline search engine

Robert Moskovitch, Yuval Shahar
2009 Journal of Biomedical Informatics  
context-sensitive ontology-independent search are highly feasible and significantly improve on free text search retrieval performance.  ...  Two search methods were implemented in addition to full-text search: (1) concept-based search, which relies on pre-indexing the guidelines in a clinically meaningful fashion, and (2) context-sensitive  ...  Bar-on, A. Efrati and S. Hatan, and O. Perets, and Y. Schlamm, who developed the new framework of customized and template-based query interfaces; and I. Dahari, D. Pretselman, and U.  ... 
doi:10.1016/j.jbi.2008.07.003 pmid:18721900 fatcat:mpskzpizxnemtag3vepn4h3cx4

Corpus Wide Argument Mining—A Working Solution

Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder, Ariel Gera, Carlos Alzate, Martin Gleize, Leshem Choshen, Yufang Hou, Yonatan Bilu, Ranit Aharonov (+1 others)
2020 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
Most previous work addressed this task by retrieving a relatively small number of relevant documents as the initial source for such content.  ...  One of the main tasks in argument mining is the retrieval of argumentative content pertaining to a given topic.  ...  We have suggested the SL approach as an alternative to the document-based one, but it can actually complement it. One can envision a hybrid solution that may enjoy the best of both worlds.  ... 
doi:10.1609/aaai.v34i05.6270 fatcat:pbzvj5nfgbg7xgyjdi23bcbhda

Corpus Wide Argument Mining – a Working Solution [article]

Liat Ein-Dor, Eyal Shnarch, Lena Dankin, Alon Halfon, Benjamin Sznajder, Ariel Gera, Carlos Alzate, Martin Gleize, Leshem Choshen, Yufang Hou, Yonatan Bilu, Ranit Aharonov (+1 others)
2019 arXiv   pre-print
Most previous work addressed this task by retrieving a relatively small number of relevant documents as the initial source for such content.  ...  One of the main tasks in argument mining is the retrieval of argumentative content pertaining to a given topic.  ...  We have suggested the SL approach as an alternative to the document-based one, but it can actually complement it. One can envision a hybrid solution that may enjoy the best of both worlds.  ... 
arXiv:1911.10763v1 fatcat:6lhjlkwwebanbonppgnl7qyd5i

Online Social Networks Event Detection: A Survey [chapter]

Mário Cordeiro, João Gama
2016 Lecture Notes in Computer Science  
on the computational complexity and required execution time per document analysis.  ...  New or unforeseen events need to be identified and tracked on a real-time basis providing accurate results as quick as possible.  ...  Acknowledgements This work was supported by national funds, through the Portuguese funding agency, Fundação para a Ciência e a Tecnologia (FCT), and by European Commission through the project MAESTRA (  ... 
doi:10.1007/978-3-319-41706-6_1 fatcat:zdoso55jzjbypkye7w3uozcjce

Analysing performance in retrieving heterogeneous information in big data environment

N. Sulaiman, R. Adel, G.M. Abdul Sahib, O.I. Khalaf
2018 Indian Journal of Science and Technology  
Methods/Statistical Analysis: A model was run to simulate the process of retrieving heterogeneous data from several servers.  ...  The objective of the study is to analyze the performance of retrieving heterogeneous data.  ...  A collection of documents need to be searched and the retrieved document will be either relevant or nonrelevant to a particular query.  ... 
doi:10.17485/ijst/2018/v11i20/123345 fatcat:w2xolms76rezzhpszqmspbjna4

The error in total error reduction

James E. Witnauer, Gonzalo P. Urcelay, Ralph R. Miller
2014 Neurobiology of Learning and Memory  
The LER model provided a better fit to the reviewed data than the TER models. Given the superiority of the LER model with the present data sets, acceptance of TER should be tempered.  ...  Using a computational modelling approach, we compared several TER models of associative learning to an alternative model that rejects the TER assumption in favor of local error reduction (LER), which assumes  ...  That is, retrospective revaluation of the excitor during the intertrial interval is stronger than retrospective revaluation of the inhibitor based on its having stronger association with the context.  ... 
doi:10.1016/j.nlm.2013.07.018 pmid:23891930 pmcid:PMC3902048 fatcat:2kt2ddinqba3fpvp7advi7qlvq

An integrated, ontology-driven approach to constructing observational databases for research

William Hsu, Nestor R. Gonzalez, Aichi Chien, J. Pablo Villablanca, Päivi Pajukanta, Fernando Viñuela, Alex A.T. Bui
2015 Journal of Biomedical Informatics  
Development and evaluation of our approach are described in the context of studying factors that influence intracranial aneurysm (ICA) growth and rupture.  ...  data poses significant impediments for its secondary use in retrospective studies or comparative effectiveness research.  ...  The design of the data model is a hybrid between entity-relationship (ER) and entity-attribute-value (EAV) models.  ... 
doi:10.1016/j.jbi.2015.03.008 pmid:25817919 pmcid:PMC4464942 fatcat:bp3hygw4c5csniapwmjmzx3vby

Hybrid Friend Recommendation Approach based on Clustering and Similarity Index

Sumit Kumar Sharma
2018 International Journal for Research in Applied Science and Engineering Technology  
Here, a hybrid recommendation model has been proposed and developed to explore the similarity between users based on lifestyle basis.  ...  In this work, a modified version of clustering and filtering approach has been proposed as the hybrid solution for recommendation purpose.  ...  They consider context aware algorithms to extract user nature based on physical and social context. They attempt to propose hybrid approach based on common score of physical and context features.  ... 
doi:10.22214/ijraset.2018.5248 fatcat:7ux6bilb35aezabfqahurfuoim

Page 44 of Library & Information Science Abstracts Vol. , Issue 9 [page]

1992 Library & Information Science Abstracts  
Considers searching by defining text as long fields, building systems with relational engines and developing hybrid systems. Specifies the requirements of a text retrieval system.  ...  The program consists of a preprocessor, compiler, linker, interactive debugger, editor, report writer and data base utility. Describes installation, and documentation and support.  ... 

Contributions on Clinical Decision Support from the 2018 Literature

Vassilis Koutkias, Jacques Bouaud, Section Editors for the IMIA Yearbook Section on Decision Support
2019 IMIA Yearbook of Medical Informatics  
Conclusions: Three of the four best papers rely on data-driven methods, and one builds on a knowledge-based approach.  ...  The aim was to identify a list of candidate best papers from the retrieved bibliographic records, which were then peer-reviewed by external reviewers.  ...  of the IMIA Yearbook.  ... 
doi:10.1055/s-0039-1677929 pmid:31419825 pmcid:PMC6697519 fatcat:r6zkcrliobh45akh2ang6uuy6u

Knowledge Processing and Decision Support Systems

D.A. Giuse, N.B. Giuse
1999 IMIA Yearbook of Medical Informatics  
The best calibration results were actually obtained by a hybrid "committee classifier", which blended the predictions of the neural network model with those of the logistic regression model.  ...  The study design is a retrospective analysis of 33 yes/no predictors, using a data set of more than 80,000 CABG patients developed by The Society of Thoracic surgeons.  ... 
doi:10.1055/s-0038-1637934 fatcat:ji76onwitzejlcbhmkffdvnn6u

Revealing the Detailed Lineage of Script Outputs Using Hybrid Provenance

Qian Zhang, Yang Cao, Qiwen Wang, Duc Vu, Priyaa Thavasimani, Timothy McPhillips, Paolo Missier, Peter Slaughter, Christopher Jones, Mathew B. Jones, Bertram Ludäscher
2018 International Journal of Digital Curation  
We illustrate how combining retrospective and prospectiveprovenance can yield scientifically meaningful hybrid provenancerepresentations of the computational histories of data produced during a script  ...  forms of retrospectiveprovenance when coupled with prospectiveprovenance.  ...  reconstructed prospective model augmented by retrospective provenance) that is upstream of a given data product D; • Q6: Render the hybrid workflow graph (reconstructed prospective model augmented by retrospective  ... 
doi:10.2218/ijdc.v12i2.585 fatcat:a77rphjemjfi5di4broibpe2pu

Context & Semantics in News & Web Search

Daan Odijk
2016 SIGIR Forum  
from six episodes of a live daily talk show.  ...  Each video segment has a unique ID and three associated files (the first two are provided, the last one needs to be reconstructed):  ...  We consider two such models: one retrieval-based and one that models context as a graph. Retrieval-based context model.  ... 
doi:10.1145/2964797.2964816 fatcat:zmt2clavxrdi5izyo73z6kfg3q

Procedural Success Prediction Scoring Systems Used in Percutaneous Coronary Interventions for Chronic Total Occlusions: A Systematic Evaluation

Crischentian Brinza, Iolanda Valentina Popa, Alexandru Basarab, Radu Crisan-Dabija, Alexandru Burlacu
2021 Healthcare  
Considering the differences in the population included, coronary lesions, and techniques applied across clinical studies, the most used scores displayed a modest to good predictive value, as follows: J-CTO  ...  . (3) Results: 32 studies were included.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/healthcare9081033 fatcat:avmxbpocqbee7h3zcqt7igc5ne
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