Prior editions OF THE PODS4H WORKSHOP

This edition of the workshop was organized in conjunction with the International Conference on Process Mining (ICPM 2024) in Copenhagen (Denmark) on October 14, 2024.

PROGRAM

09:00 – 10:30: SESSION 1

PODS4H will start from session 2 onwards

10:30 – 11:00: COFFEE BREAK

11:00 – 12:30: SESSION 2 (chair: Marcos Sepúlveda)

• Opening – Niels Martin on behalf of the Organizing Committee

•  Joscha Grüger, Martin Kuhn, Karim Amri and Ralph Bergmann. Enhancing healthcare decision-making with analogy-based reasoning (Research Paper)

• Jana Vormann, Jonas Blatt, Flavio Horbach, Nils Herm-Stapelberg, Lukas Mittnacht, Patrick Delfmann, Tobias Walter and Sven Pagel. Insights on prostate cancer treatment pathways using process discovery (Case Study) 

• Abdulaziz Aljebreen, Allan Pang, Marc de Kamps and Owen Johnson. Predicting unplanned hospital readmissions using outcome-oriented predictive process mining (Research Paper)

• Plenary short poster presentations:

  • Evelyn Salas, Matías Cornejo, Priscilla Vergara, Juan Diego Rodríguez, Sebastián Valderrama, Arturo Solís, Michael Arias and Eric Rojas. Analyzing patient pathways: an approach from process mining and simulation

  • Leonardo Nucciarelli, Andrada Mihaela Tudor, Benedetta Gottardelli, Mauro Vallati, Stefania Orini, Carlos Fernández Llatas and Andrea Damiani. Scaling process mining to healthcare multicentric scenarios: deployment and testing of a federated process discovery algorithm

  • Leonardo Nucciarelli, Andrada Mihaela Tudor, Roberto Gatta, Mauro Vallati, Carlos Fernández Llatas and Andrea Damiani. Federated α+ algorithm: testing and proof of feasibility

  • Claudio Singh Solorzano, Stefania Orini, Cristina Festari, Giovanni B. Frisoni and Roberto Gatta. The representation of the Italian consensus recommendations for the biomarker-based etiological diagnosis of cognitive complaints using Pseudo Workflow Language

12:30 – 13:30: LUNCH BREAK

13:30 – 15:00: SESSION 3 (chair: Owen Johnson)

• Mozhgan Vazifehdoostirani, Andrei Buliga, Laura Genga, R.H.A Verhoeven and Remco Dijkman. Predictive insights for personalising EGC treatment process – a case study (Case Study)

•  Jose Luis Bayo Monton, Begoña Martinez-Salvador, Carlos Fernández-Llatas and Mar Marcos. Structural and semantic enrichment of models for the interactive discovery of clinical processes (Research Paper) 

• Daniel Petrov, Thu Nguyen, Areti Manataki and Colin McCowan. Analysing disease trajectories of multimorbidity through process mining techniques: a case study (Case Study) 

• Plenary short poster presentations:

  • An Vanthienen, Niels Martin and Benoît Depaire. Observed nursing interventions versus electronic health records registrations: uncovering the gaps

  • Francesco Vinci, Davide Aloini, Elisabetta Benevento, Massimiliano de Leoni and Alessandro Stefanini. Healthcare process optimization via simulations: an emergency department case study

  • Davide Aloini, Elisabetta Benevento, Marco Berdini and Alessandro Stefanini Predictive process analytics in emergency department operations: a systematic literature review and future research directions

  • Leonardo Nucciarelli, Carlos Fernández Llatas, Niels Martin, Owen Johnson, Marcos Sepúlveda, Jorge Munoz-Gama, Roberto Gatta, Mauro Vallati, Andrada Mihaela Tudor, Stefania Orini and Andrea Damiani. Federated process mining: towards a healthcare perspective

• PODS4H 2024 award ceremony – Niels Martin on behalf of the Organizing Committee

15:00 – 15:30: COFFEE BREAK

15:30 – 17:00: POSTER SESSION (chair: Carlos Fernandez-Llatas)

• Evelyn Salas, Matías Cornejo, Priscilla Vergara, Juan Diego Rodríguez, Sebastián Valderrama, Arturo Solís, Michael Arias and Eric Rojas. Analyzing patient pathways: an approach from process mining and simulation

• Leonardo Nucciarelli, Andrada Mihaela Tudor, Benedetta Gottardelli, Mauro Vallati, Stefania Orini, Carlos Fernández Llatas and Andrea Damiani. Scaling process mining to healthcare multicentric scenarios: deployment and testing of a federated process discovery algorithm

• Leonardo Nucciarelli, Andrada Mihaela Tudor, Roberto Gatta, Mauro Vallati, Carlos Fernández Llatas and Andrea Damiani. Federated α+ algorithm: testing and proof of feasibility

• Claudio Singh Solorzano, Stefania Orini, Cristina Festari, Giovanni B. Frisoni and Roberto Gatta. The representation of the Italian consensus recommendations for the biomarker-based etiological diagnosis of cognitive complaints using Pseudo Workflow Language

• An Vanthienen, Niels Martin and Benoît Depaire. Observed nursing interventions versus electronic health records registrations: uncovering the gaps

• Francesco Vinci, Davide Aloini, Elisabetta Benevento, Massimiliano de Leoni and Alessandro Stefanini. Healthcare process optimization via simulations: an emergency department case study

• Davide Aloini, Elisabetta Benevento, Marco Berdini and Alessandro Stefanini Predictive process analytics in emergency department operations: a systematic literature review and future research directions

• Leonardo Nucciarelli, Carlos Fernández Llatas, Niels Martin, Owen Johnson, Marcos Sepúlveda, Jorge Munoz-Gama, Roberto Gatta, Mauro Vallati, Andrada Mihaela Tudor, Stefania Orini and Andrea Damiani. Federated process mining: towards a healthcare perspective

WINNER OF THE BEST PAPER AWARD

Jana Vormann, Jonas Blatt, Flavio Horbach, Nils Herm-Stapelberg, Lukas Mittnacht, Patrick Delfmann, Tobias Walter and Sven Pagel. Insights on prostate cancer treatment pathways using process discovery (Case Study) 

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile (Chile)

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile (Chile)

PROGRAM COMMITTEE

• Davide Aloini, University of Pisa

• Robert Andrews, Queensland University of Technology

• Iris Beerepoot, Utrecht University

• Elisabetta Benevento, University of Pisa

• Dr. Daniel Capurro, University of Melbourne

• Marco Comuzzi, Ulsan National Institute of Science and Technology

• Jonas Cremerius, HPI – University of Potsdam

• Benjamin Dalmas, Computer Research Institute of Montreal

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Claudio Di Ciccio, Utrecht University

• Onur Dogan, Izmir University Bakircay

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Joscha Grüger, Universität Trier

• Emmanuel Helm, University of Applied Sciences Upper Austria

• Owen Johnson, University of Leeds

• Felix Mannhardt, Eindhoven University of Technology

• Ronny Mans, Philips Research

• Niels Martin, Hasselt University

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Simon Poon, University of Sydney

• Ricardo Quintano, Philips

• Hajo Reijers, Utrecht University

• Eric Rojas, Pontificia Universidad Católica de Chile

• Gema Ibañez Sanchez, Universitat Politècnica de Valencia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Alessandro Stefanini, Università di Pisa

• Emilio Sulis, Università di Torino

• Pieter Toussaint, Norwegian University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Zoe Valero Ramón, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Rob Vanwersch, Maastricht University Medical Center

• Mathias Weske, HPI – University of Potsdam

• Moe Wynn, Queensland University of Technology

This edition of the workshop was organized in conjunction with the International Conference on Process Mining (ICPM 2023) in Rome (Italy) on October 23, 2023.

PROGRAM

09:00 – 10:30: SESSION 1 (chair: Carlos Fernandez-Llatas)

• Welcome and opening – Niels Martin on behalf of the Organizing Committee

• Owen P. Dwyer, Lara Chammas, Emanuel Sallinger and Jim Davies – Investigating an Ontology-Informed Approach to Event Log Generation in Healthcare (full paper – research paper)

• Elisabeth Mayrhuber, Emmanuel Helm and Lisa Ehrlinger – Ontology-based Multi-Perspective Process Mining in Laboratories: A Case Study (full paper – case study)

• Ruben Claus, Niels Martin, Gert Janssenswillen, Esther R.C. Janssen, Tim A.E.J. Boymans and Rob J.B. Vanwersch – Using Process Mining to Explore the Impact of Socio-economic Status on the Treatment of Musculoskeletal Disorders – A Case Study (full paper – case study)

• Short poster presentations:

  • Martin Kuhn, Joscha Grüger, Tobias Geyer and Ralph Bergmann – Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment (abstract and poster)

  • Alexander Coles, Paul Carroll, Richard Lyne, Robert Spaight and Owen Johnson – Real-World Application of Process Mining to the Emergency Care Pathway in a UK Ambulance Trust (abstract and poster)

10:30 – 11:15: COFFEE BREAK

11:15 – 12:45: SESSION 2 (chair: Niels Martin)

• Joscha Grüger and Ralph Bergmann – Enhancing Clinical Insights: Knowledge-intensive and context-sensitive process instance visualization in health care (full paper – research paper)

• Gemma Di Federico, Carlos Fernández-Llatas, Zahra Ahmadi, Mohsen Shirali and Andrea Burattin – Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study (full paper – case study)

• Carlos Fernandez-Llatas and Andrea Burattin – I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains (full paper – research paper)

• Short poster presentations:

  • Davide Aloini, Elisabetta Benevento, Marco Berdini and Alessandro Stefanini – Forecasting Emergency Department Service Demand: A Machine Learning and Process Mining-based Approach (abstract and poster)

  • Joscha Grüger, Emmelien De Roock, Niels Martin, Filip van Droogenbroeck and Ralph Bergmann – A Delphi Study on the Process-Related Challenges Faced by Healthcare Professionals in Hospital Settings (abstract and poster)

  • William Van Woensel – PQN: Flexible and Extensible Process Trace Querying in Notation3 (abstract and poster)

  • Abdulaziz Aljebreen and Owen Johnson – Using Process Mining for Emergency Admission Prediction (abstract and poster)

  • Tobias Geyer, Joscha Grüger and Ralph Bergmann – The seamless transition to aftercare: Leveraging analogy-based AI techniques (abstract and poster)

  • Floor Rademaker, Rob Bemthuis, Jeewanie Jayasinghe Arachchige and Faiza Bukhsh – Process Mining for Sepsis Care Path Analysis – A Subpopulation Case Study (abstract and poster)

12:45 – 14:15: LUNCH BREAK

14:15 – 15:45: SESSION 3 (chair: Owen Johnson)

• Milad Naeimaei Aali, Felix Mannhardt and Pieter Jelle Toussaint – Clinical event knowledge graphs: Enriching healthcare event data with entities and clinical concepts (full paper – research paper)

• Mariachiara Savino, Carlos Fernandez-Llatas, Roberto Gatta, Giuditta Chiloiro, Silvia Di Franco, Gema Ibanez-Sanchez, Zoe Valero-Ramon, Maria Antonietta Gambacorta, Vincenzo Valentini and Andrea Damiani – Error-Correcting Methodology for Evaluating Compliance to Clinical Guidelines: a Case Study on Rectal Cancer (full paper – case study)

• Zoe Hancox, Samuel Relton, Andrew Clegg, Philip Conaghan and Dan Schofield – Hypergraphs for Frailty Analysis (full paper – research paper)

• Short poster presentations:

  • Francesca Ferré, Chiara Seghieri, Sima Sarv Ahrabi, Andrea Burattin and Andrea Vandin – On Process Mining and Clinical Pathways: overview of an application to Breast cancer data in Tuscany (abstract and poster)

  • Emmelien De Roock, Niels Martin and Filip Van Droogenbroeck – What Do Healthcare Professionals Really Want to Know? Discerning the information needs of healthcare professionals at an emergency department (abstract and poster)

  • Ruihua Guo, Lawrence Shen, Adeline Yap and Simon Poon – Evidence-based process discovery for medical informatics research and translation: A systematic consideration towards quality of evidence (abstract and poster)

  • Konstantin Georgiev, Jacques Fleuriot, Joanne McPeake, Susan Shenkin and Atul Anand – Exploring Rehabilitation Care Pathways from Electronic Health Records of Patients with COVID-19 (abstract and poster)

• PODS4H 2023 award ceremony – Niels Martin on behalf of the Organizing Committee

15:45 – 16:30: COFFEE BREAK

16:30 – 18:00: POSTER SESSION  (chair: Niels Martin)

• Martin Kuhn, Joscha Grüger, Tobias Geyer and Ralph Bergmann – Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment (abstract and poster)

• Alexander Coles, Paul Carroll, Richard Lyne, Robert Spaight and Owen Johnson – Real-World Application of Process Mining to the Emergency Care Pathway in a UK Ambulance Trust (abstract and poster)

• Davide Aloini, Elisabetta Benevento, Marco Berdini and Alessandro Stefanini – Forecasting Emergency Department Service Demand: A Machine Learning and Process Mining-based Approach (abstract and poster)

• Joscha Grüger, Emmelien De Roock, Niels Martin, Filip van Droogenbroeck and Ralph Bergmann – A Delphi Study on the Process-Related Challenges Faced by Healthcare Professionals in Hospital Settings (abstract and poster)

• William Van Woensel – PQN: Flexible and Extensible Process Trace Querying in Notation3 (abstract and poster)

• Abdulaziz Aljebreen and Owen Johnson – Using Process Mining for Emergency Admission Prediction (abstract and poster)

• Tobias Geyer, Joscha Grüger and Ralph Bergmann – The seamless transition to aftercare: Leveraging analogy-based AI techniques (abstract and poster)

• Francesca Ferré, Chiara Seghieri, Sima Sarv Ahrabi, Andrea Burattin and Andrea Vandin – On Process Mining and Clinical Pathways: overview of an application to Breast cancer data in Tuscany (abstract and poster)

• Emmelien De Roock, Niels Martin and Filip Van Droogenbroeck – What Do Healthcare Professionals Really Want to Know? Discerning the information needs of healthcare professionals at an emergency department (abstract and poster)

• Ruihua Guo, Lawrence Shen, Adeline Yap and Simon Poon – Evidence-based process discovery for medical informatics research and translation: A systematic consideration towards quality of evidence (abstract and poster)

• Konstantin Georgiev, Jacques Fleuriot, Joanne McPeake, Susan Shenkin and Atul Anand – Exploring Rehabilitation Care Pathways from Electronic Health Records of Patients with COVID-19 (abstract and poster)

• Floor Rademaker, Rob Bemthuis, Jeewanie Jayasinghe Arachchige and Faiza Bukhsh – Process Mining for Sepsis Care Path Analysis – A Subpopulation Case Study (abstract and poster)

19.00 – 22.00: WELCOME RECEPTION

WINNER OF THE BEST PAPER AWARDS

• Best paper award: Carlos Fernandez-Llatas and Andrea Burattin – I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains (Research Paper)

• Best student paper award: Owen P. Dwyer, Lara Chammas, Emanuel Sallinger and Jim Davies – Investigating an Ontology-Informed Approach to Event Log Generation in Healthcare (Research Paper)

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile (Chile)

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile (Chile)

PROGRAM COMMITTEE

• Davide Aloini, University of Pisa

• Robert Andrews, Queensland University of Technology

• Iris Beerepoot, Utrecht University

• Elisabetta Benevento, University of Pisa

• Dr. Daniel Capurro, University of Melbourne

• Marco Comuzzi, Ulsan National Institute of Science and Technology

• Jonas Cremerius, HPI – University of Potsdam

• Benjamin Dalmas, Computer Research Institute of Montreal

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Onur Dogan, Izmir University Bakircay

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Joscha Grüger, Universität Trier

• Emmanuel Helm, University of Applied Sciences Upper Austria

• Owen Johnson, University of Leeds

• Felix Mannhardt, Eindhoven University of Technology

• Ronny Mans, Philips Research

• Niels Martin, Hasselt University

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Simon Poon, University of Sydney

• Luise Pufahl, Technical University of Munich

• Ricardo Quintano, Philips

• Hajo Reijers, Utrecht University

• Eric Rojas, Pontificia Universidad Católica de Chile

• Gema Ibañez Sanchez, Universitat Politècnica de Valencia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Alessandro Stefanini, Università di Pisa

• Emilio Sulis, Università di Torino

• Pieter Toussaint, Norwegian University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Zoe Valero Ramón, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Mathias Weske, HPI – University of Potsdam

This edition of the workshop was organized in conjunction with the International Conference on Process Mining (ICPM 2022) in Bozen-Bolzano (Italy) on October 24, 2022.

PROGRAM

09:00 – 10:45: SESSION 1 (chair: Marcos Sepúlveda)

• Opening – Niels Martin on behalf of the Organizing Committee

• Joscha Grüger, Tobias Geyer, Martin Kuhn, Ralph Bergmann and Stephan Alexander Braun – “Weighted violations in alignment-based conformance checking” (Research Paper)

• Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil van der Aalst, Lukas Martin and Gernot Marx – “Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study” (Case Study)

• Qifan Chen, Yang Lu, Charmaine Tam and Simon Poon – “Discovering Break Behaviours in Process Mining: An Application to Discover Treatment Pathways in ICU of Patients with Acute Coronary Syndrome” (Research Paper)

• Short poster presentations

  • Owen P. Dwyer – “Process-Oriented Knowledge Graphs: Incorporating Knowledge Graph Methods into Patient Pathway Models”

  • Emmelien De Roock, Niels Martin and Filip Van Droogenbroeck – “Do you know what healthcare professionals want to know? Towards a method to identify the information needs of healthcare professionals.”

  • Poster 3: Mariachiara Savino, Roberto Gatta, Giuditta Chiloiro, Nikola Dino Capocchiano, Jacopo Lenkowicz, Benedetta Gottardelli, Carlotta Masciocchi, Vincenzo Valentini and Andrea Damiani – “A Real-World Application of Process Mining for Clinical Guidelines Compliance in Rectal Cancer”

  • Emmanuel Helm, Georg Buchgeher and Lisa Ehrlinger – “Online Plausibility Checks for Patient Pathways with Medical Ontologies”

  • Jungeun Lim, Kangah Park, Kidong Kim, Sooyoung Yoo, Hyunyoung Baek, Seok Kim and Minseok Song – “BPMN-based CP modeling considering existing CP models and repetition patterns”

10:45 – 11:30: COFFEE BREAK

11:30 – 12:45: SESSION 2 (chair: Carlos Fernandez-Llatas)

• Alistair Bullward, Alexander Coles, Abdulaziz Aljebreen, Ciarán McInerney and Owen Johnson – “Process Mining and Synthetic Health Data: Reflections and Lessons Learnt” (Research Paper)

• Annika Dubbeldam, István Ketykó, Renata M. de Carvalho and Felix Mannhardt – “Early predicting the need for aftercare based on patients events from the first hours of stay – A Case Study” (Case Study)

• Joscha Grüger, Tobias Geyer, David Jilg and Ralph Bergmann – “SAMPLE: A semantic approach for multi-perspective event log generation” (Research Paper)

• Short poster presentations

  • Lara Chammas – “Translation of the patient record into event logs of different abstraction levels”

  • Víctor Gálvez, Rene de la Fuente, Jorge Munoz-Gama and Marcos Sepúlveda – “The control-flow aspect in procedural skills training: why it is needed and how to include it?”

  • Mariagrazia Lorusso, Arianna Dagliati, Lucia Sacchi, Erica Tavazzi, Stefania Orini, Mauro Vallati and Roberto Gatta – “pMinShiny: A Graphical User Interface for Process Mining in Healthcare”

  • Davide Aloini, Elisabetta Benevento, Marco Berdini and Alessandro Stefanini – “Predicting Waiting and Service Times in Emergency Departments through Machine Learning and Process Mining”

12:45 – 14:30: LUNCH BREAK

14:30 – 15:45: SESSION 3 (chair: Emmanuel Helm)

• Jonas Cremerius, Luise Pufahl, Finn Klessascheck and Mathias Weske – “Event Log Generation in MIMIC-IV” (Research Paper)

• Jorg Bekelaar, Jolanda Luime and Renata M. de Carvalho – “Predicting nurse workload: an LSTM approach for days-to-day prediction – a case study” (Case Study)

• Christin Puthur, Abdulaziz Aljebreen, Ciarán McInerney, Teumzghi Mebrahtu and Owen Johnson – “The effect of simultaneous perturbations on hospital care pathways” (Case Study)

• PODS4H community updates and discussion

15:45 – 16:30: COFFEE BREAK

16:30 – 17:30: POSTER SESSION (chair: Niels Martin)

• Owen P. Dwyer – “Process-Oriented Knowledge Graphs: Incorporating Knowledge Graph Methods into Patient Pathway Models”

• Emmelien De Roock, Niels Martin and Filip Van Droogenbroeck – “Do you know what healthcare professionals want to know? Towards a method to identify the information needs of healthcare professionals.”

• Mariachiara Savino, Roberto Gatta, Giuditta Chiloiro, Nikola Dino Capocchiano, Jacopo Lenkowicz, Benedetta Gottardelli, Carlotta Masciocchi, Vincenzo Valentini and Andrea Damiani – “A Real-World Application of Process Mining for Clinical Guidelines Compliance in Rectal Cancer”

• Emmanuel Helm, Georg Buchgeher and Lisa Ehrlinger – “Online Plausibility Checks for Patient Pathways with Medical Ontologies” (abstract)

• Jungeun Lim, Kangah Park, Kidong Kim, Sooyoung Yoo, Hyunyoung Baek, Seok Kim and Minseok Song – “BPMN-based CP modeling considering existing CP models and repetition patterns”

• Lara Chammas – “Translation of the patient record into event logs of different abstraction levels”

• Víctor Gálvez, Rene de la Fuente, Jorge Munoz-Gama and Marcos Sepúlveda – “The control-flow aspect in procedural skills training: why it is needed and how to include it?”

• Mariagrazia Lorusso, Arianna Dagliati, Lucia Sacchi, Erica Tavazzi, Stefania Orini, Mauro Vallati and Roberto Gatta – “pMinShiny: A Graphical User Interface for Process Mining in Healthcare”

• Davide Aloini, Elisabetta Benevento, Marco Berdini and Alessandro Stefanini – “Predicting Waiting and Service Times in Emergency Departments through Machine Learning and Process Mining”

WINNER OF THE BEST PAPER AWARD

Alistair Bullward, Alexander Coles, Abdulaziz Aljebreen, Ciarán McInerney and Owen Johnson – “Process Mining and Synthetic Health Data: Reflections and Lessons Learnt” (Research Paper)

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile (Chile)

• Emmanuel Helm, University of Applied Sciences Upper Austria (Austria)

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile (Chile)

PROGRAM COMMITTEE

• Davide Aloini, University of Pisa

• Robert Andrews, Queensland University of Technology

• Iris Beerepoot, Utrecht University

• Elisabetta Benevento, University of Pisa

• Andrea Burattin, Technical University of Denmark

• Dr. Daniel Capurro, University of Melbourne

• Marco Comuzzi, Ulsan National Institute of Science and Technology

• Benjamin Dalmas, École des Mines de Saint-Étienne

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Claudio Di Ciccio, Sapienza University of Rome

• Onur Dogan, Izmir University Bakircay

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Emmanuel Helm, University of Applied Sciences Upper Austria

• Owen Johnson, University of Leeds

• Felix Mannhardt, Eindhoven University of Technology

• Ronny Mans, Philips Research

• Niels Martin, Hasselt University

• Mar Marcos, Universitat Jaume I

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Marco Pegoraro, RWTH Aachen University

• Simon Poon, University of Sydney

• Luise Pufahl, Technische Universität Berlin

• Ricardo Quintano, Philips Research

• Hajo Reijers, Utrecht University

• David Riaño, Universitat Rovira i Virgili

• Stefanie Rinderle-Ma, Technical University of Munich

• Eric Rojas, Pontificia Universidad Católica de Chile

• Lucia Sacchi, University of Pavia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Alessandro Stefanini, Università di Pisa

• Emilio Sulis, Università di Torino

• Pieter Toussaint, Norwegian University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Rob Vanwersch, Maastricht University Medical Center

• Mathias Weske, HPI – University of Potsdam

• Moe Wynn, Queensland University of Technology

This edition of the workshop was organized in conjunction with the International Conference on Process Mining (ICPM 2021) in Eindhoven (the Netherlands) on November 1, 2021.

PROGRAM

SESSION 1 – FULL PAPERS (09:00 – 10:15) – Chair: Carlos Fernandez-Llatas

• Opening: Welcome to PODS4H21 (Niels Martin on behalf of the Organizing Committee)

• Full paper 1: “Combining the Clinical and Operational Perspectives in Heterogeneous Treatment Effect Inference in Healthcare Processes.” By Sam Verboven and Niels Martin. 

• Full paper 2: “Verifying Guideline Compliance in Clinical Treatment using Multi-Perspective Conformance Checking: a Case Study.” By Joscha Grüger, Tobias Geyer, Martin Kuhn, Ralph Bergmann and Stephan Alexander Braun.

SESSION 2 – FULL PAPERS (11:00 – 12:15) – Chair: Emmanuel Helm

• Full paper 3: “Patient Discharge Classification based on the Hospital Treatment Process.” By Jonas Cremerius, Christian Warmuth, Maximilian Koenig and Mathias Weske. 

• Full paper 4: “Interactive Process Mining Applied in a Cardiology Outpatient Department.” By Juanjo Lull Noguera, Adrian Cid-Menendez, Gema Ibañez Sanchez, Pedro Luis Sanchez, Jose Luis Bayo-Monton, Vicente Traver and Carlos Fernandez-Llatas. 

• Full paper 5: “Discovering care pathways for multi-morbid patients using event graphs.” By Milad Naeimaei Aali, Felix Mannhardt and Pieter Jelle Toussaint. 

SESSION 3 – PODS4H ALLIANCE PANEL AND AWARD CEREMONY (14:00 – 15:00) – Chair: Owen Johnson

• PODS4H Alliance Panel: Round-table community meeting to present recent alliance initiatives, as well as future community efforts, projects, collaborations, papers,… All participants are welcome!

• Award Ceremony: The winners of the PODS4H21 best paper awards will be announced.

SESSION 4 – EXTENDED ABSTRACTS AND POSTERS (15:45 – 17:00) – Chair: Niels Martin

Brief presentation of the extended abstracts and posters:

• “Outcome-Oriented Predictive Process Monitoring to Predict Unplanned ICU Readmission in MIMIC-IV Database.” By Qifan Chen, Yang Lu, Charmaine Tam and Simon Poon

• “Supporting the Home Hospitalization Service through Process Mining.” By Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Alberto Guastalla, Renata Marinello, Massimiliano Ronzani, Emilio Sulis and Chiara Ghidini

• “Process Mining and Clinical Pathways: an application to Breast cancer data in Tuscany.” By Francesca Ferrè, Chiara Seghieri, Andrea Burattin and Andrea Vandin

• “Workaround Mining in Health Information Systems.” By Wouter van der Waal, Inge van de Weerd, Iris Beerepoot, Niels Martin and Hajo A. Reijers

• “Performance and Work Practices Comparison of Emergency Departments through Process Mining.” By Davide Aloini, Elisabetta Benevento, Alessandro Stefanini and Mantas Vilkas.

• “Interactive Process Discovery in Healthcare: A Case Study of an Emergency Department.” By Elisabetta Benevento, Daniel Schuster, Davide Aloini, Sebastiaan J van Zelst and Wil M. P. van der Aalst

• “How can Interoperability Support Process Mining in Healthcare?” By Emmanuel Helm and Oliver Krauss

16:20 – 17:00: Poster session: During the poster session, we invite you all to enter into a fruitful discussion with the authors based on their poster.

WINNER OF THE BEST PAPER AWARD

Sam Verboven and Niels Martin  – "Combining the Clinical and Operational Perspectives in Heterogeneous Treatment Effect Inference in Healthcare Processes.”  

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile (Chile)

• Emmanuel Helm, University of Applied Sciences Upper Austria (Austria)

PROGRAM COMMITTEE

• Davide Aloini, University of Pisa

• Robert Andrews, Queensland University of Technology

• Iris Beerepoot, Utrecht University

• Elisabetta Benevento, University of Pisa

• Andrea Burattin, Technical University of Denmark

• Dr. Daniel Capurro, University of Melbourne

• Marco Comuzzi, Ulsan National Institute of Science and Technology

• Benjamin Dalmas, École des Mines de Saint-Étienne

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Claudio Di Ciccio, Sapienza University of Rome

• Onur Dogan, Izmir University Bakircay

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Emmanuel Helm, University of Applied Sciences Upper Austria

• Owen Johnson, University of Leeds

• Felix Mannhardt, Eindhoven University of Technology

• Ronny Mans, Philips Research

• Niels Martin, Hasselt University

• Mar Marcos, Universitat Jaume I

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Marco Pegoraro, RWTH Aachen University

• Simon Poon, University of Sydney

• Luise Pufahl, Technische Universität Berlin

• Ricardo Quintano, Philips Research

• Hajo Reijers, Utrecht University

• David Riaño, Universitat Rovira i Virgili

• Stefanie Rinderle-Ma, Technical University of Munich

• Eric Rojas, Pontificia Universidad Católica de Chile

• Lucia Sacchi, University of Pavia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Alessandro Stefanini, Università di Pisa

• Emilio Sulis, Università di Torino

• Pieter Toussaint, Norwegian University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Rob Vanwersch, Maastricht University Medical Center

• Mathias Weske, HPI – University of Potsdam

• Moe Wynn, Queensland University of Technology

This edition of the workshop was organized in conjunction with the International Conference on Process Mining (ICPM 2020) in Padua (Italy) on October 5, 2020. Due to the COVID-19 outbreak, this edition was a fully virtual conference. 

PROGRAM

OPENING (12:00) - Chair: Jorge Munoz-Gama

SESSION 1 (12:05 – 13:00) - Chair:  Emmanuel Helm

• A Process Mining approach to statistical analysis: application to a real-world advanced melanoma dataset – Erica Tavazzi, Camille L. Gerard, Olivier Michielin, Alexandre Wicky, Roberto Gatta and Michel Cuendet

• Process Mining of Disease Trajectories in MIMIC-III: A Case Study – Guntur Prabawa Kusuma, Angelina Prima Kurniati, Ciarán McInerney, Marlous Hall, Chris P Gale and Owen Johnson

• The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study – Gerhardus van Hulzen, Niels Martin and Benoît Depaire

SESSION 2 (13:30 – 14:30) - Chair: Niels Martin

• Process mining on the extended event log to analyse the system usage during healthcare processes (Case study: the GP Tab usage during chemotherapy treatments) – Angelina Prima Kurniati, Geoff Hall, David Hogg and Owen Johnson

• Process Mining on FHIR – An Open Standards-Based Process Analytics Suite for Healthcare – Emmanuel Helm, Oliver Krauss, Anna Lin, Andreas Pointner, Andreas Schuler and Josef Küng

• Deriving a sophisticated clinical pathway based on patient conditions from electronic health record data – Jungeun Lim, Kidong Kim, Minsu Cho, Hyunyoung Baek, Seok Kim, Hee Hwang, Sooyoung Yoo and Minseok Song

SESSION 3 (14:45 – 15:35) - Chair: Marcos Sepulveda

• Exploration with Process Mining on How Temperature Change Affects Hospital Emergency Departments – Juan José Lull Noguera, Onur Doğan, Angeles Celda, Jesus Mandingorra, Lenin Lemus, Miguel Ángel Mateo Pla, Javier F. Urchueguía, Carlos Fernandez-Llatas, Gema Ibanez-Sanchez and Vicente Traver

• [Forum] Modelling the Progression of Frailty in Elderly People using Process Mining and the eFI Frailty Score – Nik Fatinah Farid, David Mehdizadeh, Marc Kamps and Owen Johnson

• [Forum] An Algorithm to Preserve Infrequent Relations in Process Mining: An Application to Lab Tests Ordering Process – Qifan Chen, Yang Lu and Simon Poon

CLOSING (15:35 – 15:45) - Chair: Carlos Fernandez-Llatas

• PODS4H Alliance Panel: Round-table community meeting session to discuss the current state of the discipline and future community efforts, next projects, collaborations, and position papers. All participants are welcome!

• Award ceremony

• Closing: See you in PODS4H21 !

WINNER OF THE BEST PAPER AWARDS

• Best Paper Award: Deriving a sophisticated clinical pathway based on patient conditions from electronic health record data – Jungeun Lim, Kidong Kim, Minsu Cho, Hyunyoung Baek, Seok Kim, Hee Hwang, Sooyoung Yoo and Minseok Song

• Best Student Paper Award: Process Mining on FHIR – An Open Standards-Based Process Analytics Suite for Healthcare – Emmanuel Helm, Oliver Krauss, Anna Lin, Andreas Pointner, Andreas Schuler and Josef Küng

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile (Chile)

• Emmanuel Helm, University of Applied Sciences Upper Austria (Austria)

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile (Chile)

PROGRAM COMMITTEE

• Davide Aloini, University of Pisa

• Robert Andrews, Queensland University of Technology

• Andrea Burattin, Technical University of Denmark

• Dr. Daniel Capurro, University of Melbourne

• Marco Comuzzi, Ulsan National Institute of Science and Technology

• Benjamin Dalmas, École des Mines de Saint-Étienne

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Claudio Di Ciccio, Sapienza University of Rome

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Emmanuel Helm, University of Applied Sciences Upper Austria

• Zhengxing Huang, Zhejiang University

• Owen Johnson, University of Leeds

• Felix Mannhardt, SINTEF

• Ronny Mans, Philips VitalHealth

• Niels Martin, Hasselt University

• Mar Marcos, Universitat Jaume I

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Marco Pegoraro, RWTH Aachen University

• Simon Poon, University of Sydney

• Luise Pufahl, Technische Universität Berlin

• Ricardo Quintano, Philips Research

• Hajo Reijers, Utrecht University

• David Riaño, Universitat Rovira i Virgili

• Stefanie Rinderle-Ma, Technical University of Munich

• Eric Rojas, Pontificia Universidad Católica de Chile

• Lucia Sacchi, University of Pavia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Alessandro Stefanini, Università di Pisa

• Emilio Sulis, Università di Torino

• Pieter Toussaint, Norwegian University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Rob Vanwersch, Maastricht University Medical Center

• Moe Wynn, Queensland University of Technology

This edition of the workshop was organized in conjunction with the International Conference on Business Process Management in Vienna (Austria) on September 2, 2019.

PROGRAM

SESSION 1 (9:00 – 10:30) - Chair: Niels Martin

• Opening: Welcome to PODS4H18

• Paper 1: “Analysis and Optimization of a Sepsis Clinical Pathway using Process Mining”. Ricardo Alfredo Quintano Neira, Bart Franciscus Antonius Hompes, Gert-Jan de Vries, Bruno F. Mazza, Samantha L. Simões de Almeida, Erin Stretton, Joos C.A.M. Buijs and Silvio Hamacher.

• Paper 2: “Understanding Undesired Procedural Behavior in Surgical Training: the Instructor Perspective”. Victor Galvez, Cesar Meneses, Gonzalo Fagalde, Jorge Munoz-Gama, Marcos Sepúlveda, Ricardo Fuentes and Rene de La Fuente.

• Paper 3: “Towards Privacy-Preserving Process Mining in Healthcare”. Anastasiia Pika, Moe Wynn, Stephanus Budiono, Arthur Ter Hofstede, Wil van der Aalst and Hajo A. Reijers.

• Paper 4: “Comparing Process Models for Patient Populations: Application in Breast Cancer Care”. Francesca Marazza, Faiza Bukhsh, Onno Vijlbrief, Jeroen Geerdink, Shreyaasi Pathak, Maurice van Keulen and Christin Seifert.

SESSION 2 (11:00 – 12:30) - Chair: Owen Johnson

• Paper 5: “Evaluating the Effectiveness of Interactive Process Discovery in Healthcare: A Case Study”. Elisabetta Benevento, Prabhakar M. Dixit, Davide Aloini and Wil M.P. van der Aalst.

• Paper 6: “Developing Process Performance Indicators for Emergency Room Processes”. Minsu Cho, Minseok Song, Seok-Ran Yeom, Il-Jae Wang and Byung-Kwan Choi.

• Paper 7: “Interactive data cleaning for process mining: a case study of an outpatient clinic’s appointment system”. Niels Martin, Antonio Martinez-Millana, Bernardo Valdivieso and Carlos Fernandez-Llatas.

• Paper 8: “Clinical Guidelines: a crossroad of many research areas. Challenges and opportunities in Process Mining for Healthcare”. Roberto Gatta, Mauro Vallati, Carlos Fernandez-Llatas, Antonio Martinez-Millana, Stefania Orini, Lucia Sacchi, Jacopo Lenkowicz, Mar Marcos, Jorge Munoz-Gama, Michel Cuendet, Berardino De Bari, Luis Marco, Alessandro Stefanini and Maurizio Castellano

SESSION 3 (14:00 – 15:30) - Chair: Carlos Fernandez-Llatas

• Paper 9: “Predicting outpatient process flows to minimise the cost of handling returning patients: A case study”. Marco Comuzzi, Jonghyeon Ko and Suhwan Lee.

• Paper 10: “A Data Driven Agent Elicitation Pipeline for Prediction Models”. John Bruntse Larsen, Andrea Burattin, Christopher John Davis, Rasmus Hjardem-Hansen and Jørgen Villadsen.

• Paper 11: “A solution framework based on process mining, optimization and discrete-event simulation to improve queue performance in an emergency department”. Bianca Antunes, Adrian Manresa, Leonardo Bastos, Janaina Marchesi and Silvio Hamacher.

• Paper 12: “A multi-level approach for identifying process change in cancer pathways”. Angelina Prima Kurniati, Ciarán McInerney, Kieran Zucker, Geoff Hall, David Hogg and Owen Johnson.

SESSION 4 (16:00 – 17:30) - Chair: Jorge Munoz-Gama

• Paper 13: “Adopting Standard Clinical Descriptors for Process Mining Case Studies in Healthcare”. Emmanuel Helm, Anna Lin, David Baumgartner, Alvin Lin and Josef Küng.

• PODS4H Alliance Panel: Round-table community meeting session to discuss the current state of the discipline and future community efforts, next projects, collaborations, and position papers. All participants are welcome!

• Closing: See you in PODS4H20 !

WINNER OF THE BEST PAPER AWARDS

Celonis Academic Alliance promoted the “PODS4H19 Best Paper Award” and the “PODS4H19 Best Student Paper Award“. The price includes a voucher for a professional Celonis Data Scientist Training. The winners were:

• Best Paper Award: “Towards Privacy-Preserving Process Mining in Healthcare”. Anastasiia Pika, Moe Wynn, Stephanus Budiono, Arthur Ter Hofstede, Wil van der Aalst and Hajo A. Reijers

• Best Student Paper Award: “Understanding Undesired Procedural Behavior in Surgical Training: the Instructor Perspective”. Victor Galvez, Cesar Meneses, Gonzalo Fagalde, Jorge Munoz-Gama, Marcos Sepúlveda, Ricardo Fuentes and Rene de La Fuente

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile (Chile)

PROGRAM COMMITTEE

• Robert Andrews, Queensland University of Technology

• Joos Buijs, Eindhoven University of Technology

• Andrea Burattin, Technical University of Denmark

• Dr. Daniel Capurro, University of Melbourne

• Josep Carmona, Universitat Politècnica de Catalunya

• Marco Comuzzi, Ulsan National Institute of Science and Technology

• Benjamin Dalmas, École des Mines de Saint-Étienne

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Claudio Di Ciccio, Vienna University of Economics and Business

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Emmanuel Helm, University of Applied Sciences Upper Austria

• Zhengxing Huang, Zhejiang University

• Owen Johnson, University of Leeds

• Felix Mannhardt, SINTEF

• Ronny Mans, Philips VitalHealth

• Niels Martin, Hasselt University

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Ricardo Quintano, Philips Research

• Hajo Reijers, Utrecht University

• David Riaño, Universitat Rovira i Virgili

• Stefanie Rinderle-Ma, Technical University of Munich

• Eric Rojas, Pontificia Universidad Católica de Chile

• Lucia Sacchi, University of Pavia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Emilio Sulis, Università di Torino

• Pieter Toussaint, Norwegian University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Rob Vanwersch, Maastricht University Medical Center

• Moe Wynn, Queensland University of Technology

This edition of the workshop was organized in conjunction with the International Conference on Business Process Management in Sydney (Australia) on September 10, 2018.

PROGRAM

SESSION 1 (9:00 – 10:30) - Chair: Owen Johnson

• Opening: Welcome to PODS4H18

• Paper 1: “Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process”. Antonio Martinez-Millana, Aroa Lizondo, Roberto Gatta, Carlos Fernandez-Llatas and Vicente Traver.

• Paper 2: “Tailored Process Feedback through Process Mining for Surgical Procedures in Medical Training”. Ricardo Lira, Juan Salas-Morales, Rene de La Fuente, Ricardo Fuentes, Marcos Sepúlveda, Michael Arias, Jorge Munoz-Gama and Valeria Herskovic.

• Paper 3: “An Application of Process Mining in the Context of Melanoma Surveillance using Time Boxing”. Christoph Rinner, Emmanuel Helm, Reinhold Dunkl, Harald Kittler and Stefanie Rinderle-Ma.

SESSION 2 (11:00 – 12:30) - Chair: Niels Martin

• Success Case Teaser 1: “A Framework for Tackling Data Quality in Process-Oriented Data Science Research using Electronic Health Records”. Frank Fox, Vishal Aggarwal, Helen Whelton and Owen Johnson.

• Success Case Teaser 2: “Applying Value-Based Healthcare in Hospital Management with Process Mining and Real Time Location Systems”. Carlos Fernandez-Llatas, Vicente Traver, Salvador Vera, Eduardo Monton and Jordi Rovira.

• Paper 4: “Characterization of drug use patterns using process mining and temporal abstraction digital phenotyping”. Eric Rojas and Daniel Capurro.

• Paper 5: “Ground and Aero-medical Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland: A Process Mining Analysis”. Robert Andrews, Moe Wynn, Kirsten Vallmuur, Arthur Ter Hofstede, Emma Bosley and Mark Elcock.

• Paper 6: “Analyzing Medical Emergency Processes with Process Mining. The Stroke Case”. Carlos Fernandez-Llatas, Gema Ibanez-Sanchez, Angeles Celda, Jesus Mandingorra, Lucia Aparici-Tortajada, Antonio Martinez-Millana, Jorge Munoz-Gama, Marcos Sepulveda, Eric Rojas, Victor Galvez, Daniel Capurro and Vicente Traver.

SESSION 3 (14:00 – 15:30) - Chair: Carlos Fernandez-Llatas

• Success Case Teaser 3: “Methodology for the study of Hospital Processes through Process Mining Techniques in an Emergency Room”. Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda and Daniel Capurro.

• Success Case Teaser 4: “The NETIMIS Care Pathway Simulation Tool”. Steve Box, Hayley Milsom, Sam Gair and Owen Johnson.

• Paper 7: “Using indoor location system data to enhance the quality of healthcare event logs: opportunities and challenges”. Niels Martin.

• Paper 8: “The ClearPath Method for Care Pathway Process Mining and Simulation”. Owen Johnson, Angelina Prima Kurniati, Frank Fox, Eric Rojas and Thamer Ba Dhafari.

• Paper 9: “Analysis of Emergency Room Episodes Duration through Process Mining”. Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda and Daniel Capurro.

SESSION 4 (16:00 – 17:00) - Chair: Jorge Munoz-Gama

• PODS4H Alliance Panel: Round-table meeting session to discuss the current state of the discipline and future community efforts, such as the PODS4H Manifesto and the PODS4H Special Issue. All participants are welcome!

• Closing: See you in PODS4H19 !

WINNER OF THE BEST PAPER AWARDS

Celonis Academic Alliance promoted the “PODS4H18 Best Paper Award” and the “PODS4H18 Best Success Case Award“. The price includes a voucher for a professional Celonis Data Scientist Training. The winners were:

• Best Paper Award: “Tailored Process Feedback through Process Mining for Surgical Procedures in Medical Training”. Ricardo Lira, Juan Salas-Morales, Rene de La Fuente, Ricardo Fuentes, Marcos Sepúlveda, Michael Arias, Jorge Munoz-Gama and Valeria Herskovic.

• Best Success Case Award: “Applying Value-Based Healthcare in Hospital Management with Process Mining and Real Time Location Systems”. Carlos Fernandez-Llatas, Vicente Traver, Salvador Vera, Eduardo Monton and Jordi Rovira.

ORGANIZING COMMITTEE

• Niels Martin, Hasselt University (Belgium)

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia (Spain)

• Owen Johnson, University of Leeds (United Kingdom)

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile (Chile)

PROGRAM COMMITTEE

• Robert Andrews, Queensland University of Technology

• Joos Buijs, Eindhoven University of Technology

• Andrea Burattin, Technical University of Denmark

• Dr. Daniel Capurro, Pontificia Universidad Católica de Chile

• Josep Carmona, Universitat Politècnica de Catalunya

• Dr. René de la Fuente, Pontificia Universidad Católica de Chile

• Carlos Fernandez-Llatas, Universitat Politècnica de Valencia

• Roberto Gatta, Università Cattolica del Sacro Cuore

• Zhengxing Huang, Zhejiang University

• Owen Johnson, University of Leeds

• Felix Mannhardt, SINTEF

• Ronny Mans, VitalHealth Software

• Niels Martin, Hasselt University

• Renata Medeiros de Carvalho, Eindhoven University of Technology

• Jorge Munoz-Gama, Pontificia Universidad Católica de Chile

• Ricardo Quintano, Pontifícia Universidade Católica do Rio de Janeiro / Philips Research

• David Riaño, Universitat Rovira i Virgili

• Stefanie Rinderle-Ma, Technical University of Munich

• Eric Rojas, Pontificia Universidad Católica de Chile

• Lucia Sacchi, University of Pavia

• Fernando Seoane, Karolinska Institutet

• Marcos Sepúlveda, Pontificia Universidad Católica de Chile

• Minseok Song, Pohang University of Science and Technology

• Vicente Traver, Universitat Politècnica de Valencia

• Wil van der Aalst, RWTH Aachen University

• Rob Vanwersch, Maastricht University Medical Center

• Chuck Webster, EHR Workflow Inc.