Please use this identifier to cite or link to this item:
http://hdl.handle.net/1942/36591
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Munoz-Gama, Jorge | - |
dc.contributor.author | MARTIN, Niels | - |
dc.contributor.author | Fernandez-Llatas, Carlos | - |
dc.contributor.author | Johnson, Owen A. | - |
dc.contributor.author | Sepúlveda, Marcos | - |
dc.contributor.author | Helm, Emmanuel | - |
dc.contributor.author | Galvez-Yanjari, Victor | - |
dc.contributor.author | Rojas, Eric | - |
dc.contributor.author | Martinez-Millana, Antonio | - |
dc.contributor.author | Aloini, Davide | - |
dc.contributor.author | Amantea, Ilaria Angela | - |
dc.contributor.author | Andrews, Robert | - |
dc.contributor.author | Arias, Michael | - |
dc.contributor.author | Beerepoot, Iris | - |
dc.contributor.author | Benevento, Elisabetta | - |
dc.contributor.author | Burattin, Andrea | - |
dc.contributor.author | Capurro, Daniel | - |
dc.contributor.author | Carmona, Josep | - |
dc.contributor.author | Comuzzi, Marco | - |
dc.contributor.author | Dalmas, Benjamin | - |
dc.contributor.author | Fuente, Rene de la | - |
dc.contributor.author | Francescomarino, Chiara Di | - |
dc.contributor.author | Ciccio, Claudio Di | - |
dc.contributor.author | Gatta, Roberto | - |
dc.contributor.author | Ghidini, Chiara | - |
dc.contributor.author | Gonzalez-Lopez, Fernanda | - |
dc.contributor.author | Ibanez-Sanchez, Gema | - |
dc.contributor.author | Klasky, Hilda B. | - |
dc.contributor.author | Prima Kurniati, Angelina | - |
dc.contributor.author | Lu, Xixi | - |
dc.contributor.author | Mannhardt, Felix | - |
dc.contributor.author | Mans, Ronny | - |
dc.contributor.author | Marcos, Mar | - |
dc.contributor.author | Medeiros de Carvalho, Renata | - |
dc.contributor.author | Pegoraro, Marco | - |
dc.contributor.author | Poon, Simon K. | - |
dc.contributor.author | Pufahl, Luise | - |
dc.contributor.author | Reijers, Hajo A. | - |
dc.contributor.author | Remy, Simon | - |
dc.contributor.author | Rinderle-Ma, Stefanie | - |
dc.contributor.author | Sacchi, Lucia | - |
dc.contributor.author | Seoane, Fernando | - |
dc.contributor.author | Song, Minseok | - |
dc.contributor.author | Stefanini, Alessandro | - |
dc.contributor.author | Sulis, Emilio | - |
dc.contributor.author | ter Hofstede, Arthur H.M. | - |
dc.contributor.author | Toussaint, Pieter J. | - |
dc.contributor.author | Traver, Vicente | - |
dc.contributor.author | Valero-Ramon, Zoe | - |
dc.contributor.author | Weerd, Inge van de | - |
dc.contributor.author | van der Aalst, Wil M.P. | - |
dc.contributor.author | Vanwersch, Rob | - |
dc.contributor.author | Weske, Mathias | - |
dc.contributor.author | Wynn, Moe Thandar | - |
dc.contributor.author | Zerbato, Francesca | - |
dc.date.accessioned | 2022-02-02T12:56:15Z | - |
dc.date.available | 2022-02-02T12:56:15Z | - |
dc.date.issued | 2022 | - |
dc.date.submitted | 2022-02-01T12:39:36Z | - |
dc.identifier.citation | JOURNAL OF BIOMEDICAL INFORMATICS, 127 (Art N° 103994) | - |
dc.identifier.issn | 1532-0464 | - |
dc.identifier.uri | http://hdl.handle.net/1942/36591 | - |
dc.description.abstract | Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques are leveraged in a wide range of domains, including healthcare, where it focuses mainly on the analysis of diagnostic, treatment, and organisational processes. Despite the huge amount of data generated in hospitals by staff and machinery involved in healthcare processes, there is no evidence of a systematic uptake of process mining beyond targeted case studies in a research context. When developing and using process mining in healthcare, distinguishing characteristics of healthcare processes such as their variability and patient-centred focus require targeted attention. Against this background, the Process-Oriented Data Science in Healthcare Alliance has been established to propagate the research and application of techniques targeting the data-driven improvement of healthcare processes. This paper, an initiative of the alliance, presents the distinguishing characteristics of the healthcare domain that need to be considered to successfully use process mining, as well as open challenges that need to be addressed by the community in the future. | - |
dc.language.iso | en | - |
dc.publisher | - | |
dc.subject.other | Process mining | - |
dc.subject.other | Healthcare | - |
dc.title | Process Mining for Healthcare: Characteristics and Challenges | - |
dc.type | Journal Contribution | - |
dc.identifier.volume | 127 | - |
local.bibliographicCitation.jcat | A1 | - |
local.publisher.place | 525 B ST, STE 1900, SAN DIEGO, CA 92101-4495 USA | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
local.bibliographicCitation.artnr | 103994 | - |
dc.identifier.doi | 10.1016/j.jbi.2022.103994 | - |
dc.identifier.isi | 000767857700005 | - |
dc.identifier.eissn | 1532-0480 | - |
local.provider.type | CrossRef | - |
local.uhasselt.uhpub | yes | - |
local.uhasselt.international | yes | - |
item.validation | ecoom 2023 | - |
item.contributor | Munoz-Gama, Jorge | - |
item.contributor | MARTIN, Niels | - |
item.contributor | Fernandez-Llatas, Carlos | - |
item.contributor | Johnson, Owen A. | - |
item.contributor | Sepúlveda, Marcos | - |
item.contributor | Helm, Emmanuel | - |
item.contributor | Galvez-Yanjari, Victor | - |
item.contributor | Rojas, Eric | - |
item.contributor | Martinez-Millana, Antonio | - |
item.contributor | Aloini, Davide | - |
item.contributor | Amantea, Ilaria Angela | - |
item.contributor | Andrews, Robert | - |
item.contributor | Arias, Michael | - |
item.contributor | Beerepoot, Iris | - |
item.contributor | Benevento, Elisabetta | - |
item.contributor | Burattin, Andrea | - |
item.contributor | Capurro, Daniel | - |
item.contributor | Carmona, Josep | - |
item.contributor | Comuzzi, Marco | - |
item.contributor | Dalmas, Benjamin | - |
item.contributor | Fuente, Rene de la | - |
item.contributor | Francescomarino, Chiara Di | - |
item.contributor | Ciccio, Claudio Di | - |
item.contributor | Gatta, Roberto | - |
item.contributor | Ghidini, Chiara | - |
item.contributor | Gonzalez-Lopez, Fernanda | - |
item.contributor | Ibanez-Sanchez, Gema | - |
item.contributor | Klasky, Hilda B. | - |
item.contributor | Prima Kurniati, Angelina | - |
item.contributor | Lu, Xixi | - |
item.contributor | Mannhardt, Felix | - |
item.contributor | Mans, Ronny | - |
item.contributor | Marcos, Mar | - |
item.contributor | Medeiros de Carvalho, Renata | - |
item.contributor | Pegoraro, Marco | - |
item.contributor | Poon, Simon K. | - |
item.contributor | Pufahl, Luise | - |
item.contributor | Reijers, Hajo A. | - |
item.contributor | Remy, Simon | - |
item.contributor | Rinderle-Ma, Stefanie | - |
item.contributor | Sacchi, Lucia | - |
item.contributor | Seoane, Fernando | - |
item.contributor | Song, Minseok | - |
item.contributor | Stefanini, Alessandro | - |
item.contributor | Sulis, Emilio | - |
item.contributor | ter Hofstede, Arthur H.M. | - |
item.contributor | Toussaint, Pieter J. | - |
item.contributor | Traver, Vicente | - |
item.contributor | Valero-Ramon, Zoe | - |
item.contributor | Weerd, Inge van de | - |
item.contributor | van der Aalst, Wil M.P. | - |
item.contributor | Vanwersch, Rob | - |
item.contributor | Weske, Mathias | - |
item.contributor | Wynn, Moe Thandar | - |
item.contributor | Zerbato, Francesca | - |
item.accessRights | Open Access | - |
item.fullcitation | Munoz-Gama, Jorge; MARTIN, Niels; Fernandez-Llatas, Carlos; Johnson, Owen A.; Sepúlveda, Marcos; Helm, Emmanuel; Galvez-Yanjari, Victor; Rojas, Eric; Martinez-Millana, Antonio; Aloini, Davide; Amantea, Ilaria Angela; Andrews, Robert; Arias, Michael; Beerepoot, Iris; Benevento, Elisabetta; Burattin, Andrea; Capurro, Daniel; Carmona, Josep; Comuzzi, Marco; Dalmas, Benjamin; Fuente, Rene de la; Francescomarino, Chiara Di; Ciccio, Claudio Di; Gatta, Roberto; Ghidini, Chiara; Gonzalez-Lopez, Fernanda; Ibanez-Sanchez, Gema; Klasky, Hilda B.; Prima Kurniati, Angelina; Lu, Xixi; Mannhardt, Felix; Mans, Ronny; Marcos, Mar; Medeiros de Carvalho, Renata; Pegoraro, Marco; Poon, Simon K.; Pufahl, Luise; Reijers, Hajo A.; Remy, Simon; Rinderle-Ma, Stefanie; Sacchi, Lucia; Seoane, Fernando; Song, Minseok; Stefanini, Alessandro; Sulis, Emilio; ter Hofstede, Arthur H.M.; Toussaint, Pieter J.; Traver, Vicente; Valero-Ramon, Zoe; Weerd, Inge van de; van der Aalst, Wil M.P.; Vanwersch, Rob; Weske, Mathias; Wynn, Moe Thandar & Zerbato, Francesca (2022) Process Mining for Healthcare: Characteristics and Challenges. In: JOURNAL OF BIOMEDICAL INFORMATICS, 127 (Art N° 103994). | - |
item.fulltext | With Fulltext | - |
crisitem.journal.issn | 1532-0464 | - |
crisitem.journal.eissn | 1532-0480 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Document server - Accepted version 2.pdf | Peer-reviewed author version | 33.55 MB | Adobe PDF | View/Open |
1-s2.0-S1532046422000107-main.pdf Restricted Access | Published version | 1.24 MB | Adobe PDF | View/Open Request a copy |
WEB OF SCIENCETM
Citations
66
checked on May 1, 2024
Page view(s)
76
checked on Sep 7, 2022
Download(s)
18
checked on Sep 7, 2022
Google ScholarTM
Check
Altmetric
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.