Process Mining for Health Care

Health Analytics Using Process Mining

@inproceedings{BHI2017-2,
author = {Rojas, Eric and Traver, Vicente and Bened\'i, Jose Miguel and Fernandez-Llatas, Carlos},
title = {From Big Data to Personalized Medicine. An Interactive Process Mining Approach},
booktitle = {Proceedings of the International conference on Biomedical and Health Informatics (BHI2017)},
year = {2017},
owner = {carferll},
timestamp = {2014.07.28}
}
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@inproceedings{BHI2017-1,
author = {Fernandez-Llatas, Carlos and Rojas, Eric and Bened\'i, Jose Miguel and Traver, Vicente},
title = {Making P-Health Feasible: Automatic Detection of Personal Behavioural Changes through Process Mining Analysis Techniques},
booktitle = {Proceedings of the International conference on Biomedical and HealthInformatics (BHI2017)},
year = {2017},
owner = {carferll},
timestamp = {2014.07.28}
}
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@inproceedings{fernandez-llatas_interactive_2016,
author = {Fernandez-Llatas, Carlos and Bayo, Jose Luis and Martinez-Romero, Alvaro and Benedi, Jose Miguel and Traver, Vicente},
title = {Interactive Pattern Recognition in Cardiovascular Diseases Management. A Process Mining Approach},
booktitle = {Proceedings of the IEEE International Conference on Biomedical and Health Informatics 2016},
year = {2016},
address = {las Vegas, EEUU},
file = {Interactive Pattern Recognition in Cardiovascular Diseases Management. A Process Mining Approach:C\:\\Users\\Carferll\\AppData\\Roaming\\Zotero\\Zotero\\Profiles\\5b40phrw.default\\zotero\\storage\\J2I3S7WR\\paper-details.html:text/html},
url = {http://emb.citengine.com/event/bhi-2016/paper-details?pdID=7669},
urldate = {2016-04-18}
}
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@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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@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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@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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@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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@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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