J Biomed Inform March 2022 PMID 35104641

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernandez-Llatas, Owen A Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento

Mentions

51
Peak: 21 in Feb 2022
across 3 sources since Feb 2022

Extended reach

35,940
potential audience

Total likes

90

Video views

66

Mentions per month

Feb 2022 – Jul 2025

Where it's discussed

  • X / Twitter44 posts
  • News5 articles
  • YouTube2 videos

AI synopsis

What people are saying

The discourse around the article reflects strong support and interest, with comments emphasizing its importance for advancing healthcare process analysis, such as descriptions of it being 'top cited' or 'must-read.' Phrases like 'popular paper' and mentions of initiatives like the Process Mining Manifesto reveal deep engagement and acknowledgment of its significance in the field.

AgreementModerate agreement

Most discussions highlight the importance and positive reception of the publication, with several posts emphasizing its significance in the field.

InterestHigh interest

Posts demonstrate high interest, frequently referring to its relevance for researchers and healthcare professionals, and sharing links to the paper and manifesto.

EngagementHigh engagement

Many posts delve into details of the paper’s content, such as the characteristics and challenges outlined, showing active engagement.

ImpactHigh impact

The publication is described as influential and widely cited, with mentions of it being a 'must-read' and features like the manifesto indicating its high impact.

Abstract in brief

  • Process mining techniques analyze business processes using execution data, particularly in healthcare to evaluate diagnostic, treatment, and organizational workflows.
  • Despite the vast data generated in hospitals, rigorous adoption of process mining is limited to specific case studies, pointing to a lack of systematic integration in healthcare settings.
  • The Process-Oriented Data Science in Healthcare Alliance aims to enhance research and application of process mining in healthcare by addressing unique challenges, such as process variability and patient focus.

Top posts

Most liked on X and Bluesky
Jorge Munoz-Gama
@JorgeMunozGama · X

The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Challenges to address & place your research. An initiative of @PODS4H Alliance within the @ProcessMiningTF that took 5 years. Open-access https://t.co/0DNA1KjTqt https://t.co/tY8HjC9200

Feb 10, 2022 · 30 likes · 16 shares · 879 followers View post →
PODS4H
@PODS4H · X

Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JBI_Journal. Don't know the paper yet? Definitely have a look. It's available for free at https://t.co/4gEjAclz9w https://t.co/EErbataADe

Sep 7, 2023 · 23 likes · 7 shares · 255 followers View post →
PODS4H
@PODS4H · X

Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_Journal. A must-read for everybody interested in Process Mining in Healthcare: https://t.co/4gEjAcl1jY https://t.co/uoEeSndhDT

Apr 14, 2023 · 15 likes · 7 shares · 255 followers View post →
Niels Martin
@Niels_Martin · X

What are the characteristics and challenges of Process Mining in Healthcare? After an interesting journey, the manifesto of our community has been published in @JBI_Journal: https://t.co/JzMYcMfONE. A great initiative of the @PODS4H alliance of the @ProcessMiningTF. https://t.co/4NbnmLw2Oo

Feb 10, 2022 · 13 likes · 3 shares · 427 followers View post →
PODS4H
@PODS4H · X

The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been published in @JBI_Journal. Curious to read the Manifesto? It's available on https://t.co/4gEjAcl1jY #processmining #healthcare https://t.co/tWiwhu9wDf

May 3, 2022 · 8 likes · 5 shares · 255 followers View post →
Ismael Said Criado
@ismaelsaid · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 4,785 followers View post →

All mentions

RockBox
@_Rock_Box · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 8, 2023 · 7 shares · 26 followers View post →
SABIEN (ITACA)
@SabienUPV · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 8, 2023 · 7 shares · 1,984 followers View post →
Business Informatics Research group @ UHasselt
@businf_uhasselt · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 8, 2023 · 7 shares · 142 followers View post →
Felix Mannhardt
@fmannhardt · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 8, 2023 · 7 shares · 846 followers View post →
Carlos Fernández-Llatas
@cfllatas · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 7, 2023 · 7 shares · 416 followers View post →
Hajo Reijers
@profBPM · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 7, 2023 · 7 shares · 3,268 followers View post →
Niels Martin
@Niels_Martin · X

RT @PODS4H: Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JB…

Sep 7, 2023 · 7 shares · 427 followers View post →
PODS4H
@PODS4H · X

Our community paper on the characteristics and challenges of process mining in healthcare is one of the top cited papers in @JBI_Journal. Don't know the paper yet? Definitely have a look. It's available for free at https://t.co/4gEjAclz9w https://t.co/EErbataADe

Sep 7, 2023 · 23 likes · 7 shares · 255 followers View post →
Business Informatics Research group @ UHasselt
@businf_uhasselt · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 15, 2023 · 7 shares · 142 followers View post →
Stefanie Rinderle-Ma
@SRinderleMa · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 15, 2023 · 7 shares · 781 followers View post →
Marco Pegoraro
@pegoraro_marco · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 15, 2023 · 7 shares · 512 followers View post →
Niels Martin
@Niels_Martin · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 15, 2023 · 7 shares · 427 followers View post →
Marcos Sepúlveda
@MarcosSepFer · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 14, 2023 · 7 shares · 68 followers View post →
Jorge Munoz-Gama
@JorgeMunozGama · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 14, 2023 · 7 shares · 879 followers View post →
Carlos Fernández-Llatas
@cfllatas · X

RT @PODS4H: Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_J…

Apr 14, 2023 · 7 shares · 416 followers View post →
PODS4H
@PODS4H · X

Our community paper "Process Mining for Healthcare: Characteristics and Challenges" is one of the most popular papers in @JBI_Journal. A must-read for everybody interested in Process Mining in Healthcare: https://t.co/4gEjAcl1jY https://t.co/uoEeSndhDT

Apr 14, 2023 · 15 likes · 7 shares · 255 followers View post →
Biblioteca Rector Gabriel Ferraté
@BibliotecaCN · X

New #UPCommons #Eprints "Process mining for healthcare: Characteristics and challenges" https://t.co/3yOa1D0RHA

Oct 24, 2022 · 1,205 followers View post →
International Conference on Process Mining (ICPM)
@icpm_conf · X

RT @PODS4H: The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been publish…

May 12, 2022 · 5 shares · 1,078 followers View post →
PADS - Process And Data Science
@pads_rwth · X

RT @PODS4H: The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been publish…

May 12, 2022 · 5 shares · 1,066 followers View post →
Marco Pegoraro
@pegoraro_marco · X

RT @PODS4H: The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been publish…

May 12, 2022 · 5 shares · 512 followers View post →
Jorge Munoz-Gama
@JorgeMunozGama · X

RT @PODS4H: The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been publish…

May 3, 2022 · 5 shares · 879 followers View post →
Niels Martin
@Niels_Martin · X

RT @PODS4H: The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been publish…

May 3, 2022 · 5 shares · 427 followers View post →
PODS4H
@PODS4H · X

The new Process Mining Newsletter is out, featuring the Process Mining for Healthcare Manifesto which has recently been published in @JBI_Journal. Curious to read the Manifesto? It's available on https://t.co/4gEjAcl1jY #processmining #healthcare https://t.co/tWiwhu9wDf

May 3, 2022 · 8 likes · 5 shares · 255 followers View post →
Vicente Traver
@vtraver · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 18, 2022 · 16 shares · 2,399 followers View post →
Marcos Sepúlveda
@MarcosSepFer · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 13, 2022 · 16 shares · 68 followers View post →
Sergey Kovalchuk
@iterater · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 11, 2022 · 16 shares · 53 followers View post →
ITACA Institute
@itacaUPV · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 11, 2022 · 16 shares · 483 followers View post →
ChiaraDF
@ChiaraDiEffe · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 50 followers View post →
Daniel Capurro
@dcapurro · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 1,519 followers View post →
Hajo Reijers
@profBPM · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 3,268 followers View post →
Ismael Said Criado
@ismaelsaid · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 4,785 followers View post →
Carlos Fernández-Llatas
@cfllatas · X

RT @Niels_Martin: What are the characteristics and challenges of Process Mining in Healthcare? After an interesting journey, the manifesto…

Feb 10, 2022 · 3 shares · 416 followers View post →
Michael Arias
@MichaelAriasCh · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 204 followers View post →
Toni Martínez
@anmarmil · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 467 followers View post →
Gema Ibañez
@geibsan · X

RT @Niels_Martin: What are the characteristics and challenges of Process Mining in Healthcare? After an interesting journey, the manifesto…

Feb 10, 2022 · 3 shares · 425 followers View post →
Carlos Luis Sánchez Bocanegra, PhD
@redeskako · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 869 followers View post →
Business Informatics Research group @ UHasselt
@businf_uhasselt · X

RT @Niels_Martin: What are the characteristics and challenges of Process Mining in Healthcare? After an interesting journey, the manifesto…

Feb 10, 2022 · 3 shares · 142 followers View post →
Niels Martin
@Niels_Martin · X

What are the characteristics and challenges of Process Mining in Healthcare? After an interesting journey, the manifesto of our community has been published in @JBI_Journal: https://t.co/JzMYcMfONE. A great initiative of the @PODS4H alliance of the @ProcessMiningTF. https://t.co/4NbnmLw2Oo

Feb 10, 2022 · 13 likes · 3 shares · 427 followers View post →
Carlos Fernández-Llatas
@cfllatas · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 416 followers View post →
Marco Pegoraro
@pegoraro_marco · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 512 followers View post →
Stefanie Rinderle-Ma
@SRinderleMa · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 781 followers View post →
Emmanuel Helm
@emmanuelhelm · X

RT @JorgeMunozGama: The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Cha…

Feb 10, 2022 · 16 shares · 109 followers View post →
Jorge Munoz-Gama
@JorgeMunozGama · X

The #ProcessMining for #Healthcare "Manifesto" is finally here at @JBI_Journal! 10 distinguish Characteristics + 10 Challenges to address & place your research. An initiative of @PODS4H Alliance within the @ProcessMiningTF that took 5 years. Open-access https://t.co/0DNA1KjTqt https://t.co/tY8HjC9200

Feb 10, 2022 · 30 likes · 16 shares · 879 followers View post →
Toni Martínez
@anmarmil · X

Process Mining for Healthcare: Characteristics and Challenges

Feb 1, 2022 · 467 followers View post →
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