Process Mining for Health Care

Health Analytics Using Process Mining

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Fernandez Llatas, Carlos and Martinez Millana, Antonio and Martinez Romero, Alvaro and Benedi, Jose Miguel and Traver, Vicente Diabetes care related process modelling using Process Mining techniques. Lessons learned in the application of Interactive Pattern Recognition: coping with the Spaghetti Effect In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015.
DOI Show BibTex
@inproceedings{fernandez-llatas_diabetes_2015,
author = {Fernandez-Llatas, Carlos and Martinez-Millana, Antonio and Martinez-Romero, Alvaro and Benedi, Jose Miguel and Traver, Vicente},
title = {Diabetes care related process modelling using {Process} {Mining} techniques. {Lessons} learned in the application of {Interactive} {Pattern} {Recognition}: coping with the {Spaghetti} {Effect}},
booktitle = {2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
year = {2015},
pages = {2127--2130},
doi = {10.1109/EMBC.2015.7318809},
file = {IEEE Xplore Abstract Record:C\:\\Users\\Carferll\\AppData\\Roaming\\Zotero\\Zotero\\Profiles\\5b40phrw.default\\zotero\\storage\\G9UIF4GA\\abs_all.html:text/html;IEEE Xplore Full Text PDF:C\:\\Users\\Carferll\\AppData\\Roaming\\Zotero\\Zotero\\Profiles\\5b40phrw.default\\zotero\\storage\\F576NTNS\\Fernandez-Llatas et al. - 2015 - Diabetes care related process modelling using Proc.pdf:application/pdf},
keywords = {data mining, Diabetes, Guidelines, Intellectual property, protocols},
shorttitle = {Diabetes care related process modelling using {Process} {Mining} techniques. {Lessons} learned in the application of {Interactive} {Pattern} {Recognition}}
}
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Fernandez Llatas, Carlos and Lizondo, Aroa and Monton, Eduardo and Benedi, Jose Miguel and Traver, Vicente Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems Sensors, 15(12), 2015.
URL DOI Show BibTex
@article{fernandez-llatas_process_2015,
author = {Fernandez-Llatas, Carlos and Lizondo, Aroa and Monton, Eduardo and Benedi, Jose-Miguel and Traver, Vicente},
title = {Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems},
journal = {Sensors},
year = {2015},
volume = {15},
number = {12},
pages = {29821--29840},
month = nov,
copyright = {http://creativecommons.org/licenses/by/3.0/},
doi = {10.3390/s151229769},
keywords = {health process, indoor location systems, process mining},
language = {en},
url = {http://www.mdpi.com/1424-8220/15/12/29769},
urldate = {2015-11-30}
}
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Fernandez Llatas, Carlos and Valdivieso, Bernardo and Traver, Vicente and Benedi, Jose Miguel Using Process Mining for Automatic Support of Clinical Pathways Design In Fernández-Llatas, Carlos and García-Gómez, Juan Miguel (ed.): Data Mining in Clinical Medicine, Springer New York, 2015.
URL Show BibTex
@incollection{Fernandez-Llatas2015,
author = {Fernandez-Llatas, Carlos and Valdivieso, Bernardo and Traver, Vicente and Benedi, Jose Miguel},
title = {Using Process Mining for Automatic Support of Clinical Pathways Design},
booktitle = {Data Mining in Clinical Medicine},
publisher = {Springer New York},
year = {2015},
editor = {Fern\'andez-Llatas, Carlos and Garc\'ia-G\'omez, Juan Miguel},
number = {1246},
series = {Methods in Molecular Biology},
pages = {79--88},
month = jan,
isbn = {978-1-4939-1984-0, 978-1-4939-1985-7},
copyright = {(c)2015 Springer Science+Business Media New York},
keywords = {Bioinformatics, Clinical Pathways, process mining, Process standardization, workflows},
language = {en},
owner = {carferll},
timestamp = {2014.12.15},
url = {http://link.springer.com/protocol/10.1007/978-1-4939-1985-7_5},
urldate = {2014-12-15}
}
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Eric Rojas and Michael Arias and Marcos Sepúlveda Clinical Processes and Its Data, What Can We Do with Them? In HEALTHINF 2015 - Proceedings of the International Conference on Health Informatics, Lisbon, Portugal, 12-15 January, 2015., 2015.
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@inproceedings{DBLP:conf/biostec/CordobaAS15,
author    = {Eric Rojas and Michael Arias and Marcos Sep{\'{u}}lveda},
editor    = {Christine Verdier and Marta Bienkiewicz and Ana L. N. Fred and Hugo Gamboa and Dirk Elias},
title     = {Clinical Processes and Its Data, What Can We Do with Them?},
booktitle = {{HEALTHINF} 2015 - Proceedings of the International Conference on
Health Informatics, Lisbon, Portugal, 12-15 January, 2015.},
pages     = {642--647},
publisher = {SciTePress},
year      = {2015},
timestamp = {Fri, 11 Sep 2015 17:59:03 +0200},
biburl    = {http://dblp.uni-trier.de/rec/bib/conf/biostec/CordobaAS15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
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Fernandez Llatas, Carlos and Sacchi, Lucia and Benedí, Jose Miguel and Dagliati, Arianna and Traver, Vicente and Bellazzi, Riccardo Temporal Abstractions to Enrich Activity-Based Process Mining Corpuswith Clinical Time Series In Proceedings of the International conference on Biomedical and HealthInformatics (BHI2014), 2014.
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@inproceedings{BHI2014,
author = {Fernandez-Llatas, Carlos and Sacchi, Lucia and Bened\'i, Jose Miguel and Dagliati, Arianna and Traver, Vicente and Bellazzi, Riccardo},
title = {Temporal Abstractions to Enrich Activity-Based Process Mining Corpuswith Clinical Time Series},
booktitle = {Proceedings of the International conference on Biomedical and HealthInformatics (BHI2014)},
year = {2014},
owner = {carferll},
timestamp = {2014.07.28}
}
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Fernández Llatas, Carlos and Benedi, José Miguel and García Gómez, Juan M. and Traver, Vicente Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes Sensors, 13(11), 2013.
URL DOI Show BibTex
@article{s131115434,
author = {Fern\'andez-Llatas, Carlos and Benedi, Jos\'e-Miguel and Garc\'ia-G\'omez, Juan M. and Traver, Vicente},
title = {Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes},
journal = {Sensors},
year = {2013},
volume = {13},
number = {11},
pages = {15434--15451},
issn = {1424-8220},
doi = {10.3390/s131115434},
url = {http://www.mdpi.com/1424-8220/13/11/15434}
}
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