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1. The Introduction of AI in Healthcare: A Multi-layered Issue

Author

Quaranta, Marinella, Amantea, Ilaria Angela, Molinari, Marianna, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor

Published
2025
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3. Semi-automated checking for regulatory compliance in e-Health

Author

Amantea, Ilaria Angela, Robaldo, Livio, Sulis, Emilio, Boella, Guido, and Governatori, Guido

Subjects
Computer Science - Artificial Intelligence
Abstract

One of the main issues of every business process is to be compliant with legal rules. This work presents a methodology to check in a semi-automated way the regulatory compliance of a business process. We analyse an e-Health hospital service in particular: the Hospital at Home (HaH) service. The paper shows, at first, the analysis of the hospital business using the Business Process Management and Notation (BPMN) standard language, then, the formalization in Defeasible Deontic Logic (DDL) of some rules of the European General Data Protection Regulation (GDPR). The aim is to show how to combine a set of tasks of a business with a set of rules to be compliant with, using a tool.

Published
2021

5. Combining Process Mining and Optimization: A Scheduling Application in Healthcare

Author

Di Cunzolo, Matteo, Guastalla, Alberto, Aringhieri, Roberto, Sulis, Emilio, Amantea, Ilaria Angela, Ronzani, Massimiliano, Di Francescomarino, Chiara, Ghidini, Chiara, Fonio, Paolo, Grosso, Marco, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Ram, Sudha, Series Editor, Rosemann, Michael, Series Editor, Szyperski, Clemens, Series Editor, Cabanillas, Cristina, editor, Garmann-Johnsen, Niels Frederik, editor, and Koschmider, Agnes, editor

Published
2023
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6. Adopting Assistive Technologies in Healthcare Processes: A Chatbot for Patients with Amyotrophic Lateral Sclerosis

Author

Amantea, Ilaria Angela, Sulis, Emilio, Boella, Guido, De Marchi, Fabiola, Mazzini, Letizia, Alloatti, Francesca, Bolioli, Andrea, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Bettelli, Alice, editor, Monteriù, Andrea, editor, and Gamberini, Luciano, editor

Published
2022
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7. A Modeling Framework for an Innovative e-Health Service: The Hospital at Home

Author

Amantea, Ilaria Angela, Sulis, Emilio, Boella, Guido, Marinello, Renata, Grosso, Marco, Crespo, Andrea, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Obaidat, Mohammad S., editor, Oren, Tuncer, editor, and Rango, Floriano De, editor

Published
2022
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10. Process mining for healthcare: Characteristics and challenges

Author

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, de la Fuente, Rene, Di Francescomarino, Chiara, Di Ciccio, Claudio, 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, and Zerbato, Francesca

Published
2022
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12. A Simulation-Driven Approach to Decision Support in Process Reorganization: A Case Study in Healthcare

Author

Amantea, Ilaria Angela, Di Leva, Antonio, Sulis, Emilio, Spagnoletti, Paolo, Series Editor, De Marco, Marco, Series Editor, Pouloudi, Nancy, Series Editor, Te'eni, Dov, Series Editor, vom Brocke, Jan, Series Editor, Winter, Robert, Series Editor, Baskerville, Richard, Series Editor, Lazazzara, Alessandra, editor, Ricciardi, Francesca, editor, and Za, Stefano, editor

Published
2020
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13. Business Process Analysis and Change Management: The Role of Material Resource Planning and Discrete-Event Simulation

Author

Di Leva, Antonio, Sulis, Emilio, De Lellis, Angela, Amantea, Ilaria Angela, Spagnoletti, Paolo, Series Editor, De Marco, Marco, Series Editor, Pouloudi, Nancy, Series Editor, Te'eni, Dov, Series Editor, vom Brocke, Jan, Series Editor, Winter, Robert, Series Editor, Baskerville, Richard, Series Editor, Lazazzara, Alessandra, editor, Ricciardi, Francesca, editor, and Za, Stefano, editor

Published
2020
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14. Using Simulation in Business Process Analysis and Risk Management: The Blood Bank Case Study

Author

Amantea, Ilaria Angela, Di Leva, Antonio, Sulis, Emilio, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Obaidat, Mohammad S., editor, Ören, Tuncer, editor, and Rango, Floriano De, editor

Published
2020
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22. Process Mining for Healthcare: Characteristics and Challenges

Author

Sub Process Management and Analytics, Business Process Management and Analytics, 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, Sub Process Management and Analytics, Business Process Management and Analytics, 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, and Zerbato, Francesca

Published
2022

23. Methods and tools for analysis and management of risks and regulatory compliance in the healthcare sector: the hospital at home – HaH

Author

Boella, Guido, Amantea, Ilaria Angela <1988>, Boella, Guido, and Amantea, Ilaria Angela <1988>

Abstract

Changing or creating an organisation means creating a new process. Each process involves many risks that need to be identified and managed. The main risks considered here are procedural and legal risks. The former are related to the risks of errors that may occur during processes, while the latter are related to the compliance of processes with regulations. Managing the risks implies proposing changes to the processes that allow the desired result: an optimised process. In order to manage a company and optimise it in the best possible way, not only should the organisational aspect, risk management and legal compliance be taken into account, but it is important that they are all analysed simultaneously with the aim of finding the right balance that satisfies them all. This is the aim of this thesis, to provide methods and tools to balance these three characteristics, and to enable this type of optimisation, ICT support is used. This work isn’t a thesis in computer science or law, but rather an interdisciplinary thesis. Most of the work done so far is vertical and in a specific domain. The particularity and aim of this thesis is not to carry out an in-depth analysis of a particular aspect, but rather to combine several important aspects, normally analysed separately, which however have an impact and influence each other. In order to carry out this kind of interdisciplinary analysis, the knowledge base of both areas was involved and the combination and collaboration of different experts in the various fields was necessary. Although the methodology described is generic and can be applied to all sectors, the case study considered is a new type of healthcare service that allows patients in acute disease to be hospitalised to their home. This provide the possibility to perform experiments using real hospital database.

Published
2022

24. Methods and tools for analysis and management of risks and regulatory compliance in the healthcare sector: the Hospital at Home – HaH

Author

Amantea, Ilaria Angela and Amantea, Ilaria Angela

Abstract

Changing or creating a new organization means creating a new process. Each process involves many risks that need to be identified and managed. The main risks considered here are procedural risks and legal risks. The former are related to the risks of errors that may occur during processes, while the latter are related to the compliance of processes with regulations. Therefore, managing the risks implies proposing changes to the processes that allow the desired result: an optimized process. In order to manage a company and optimize it in the best possible way, not only should the organizational aspect, risk management and legal compliance be taken into account, but it is important that they are all analyzed simultaneously with the aim of finding the right balance that satisfies them all. This is exactly the aim of this thesis, to provide methods and tools to balance these three characteristics, and to enable this type of optimization, ICT support is used. This work is not intended to be a computer science or law thesis but an interdisciplinary thesis. Most of the work done so far is vertical and in a specific domain. The particularity and aim of this thesis is not so much to carry out an in-depth analysis of a particular aspect, but rather to combine several important aspects, normally analyzed separately, which however have an impact on each other and influence each other. In order to carry out this kind of interdisciplinary analysis, the knowledge base of both areas was involved and the combination and collaboration of different experts in the various fields was necessary. Although the methodology described is generic and can be applied to all sectors, a particular use case was chosen to show its application. The case study considered is a new type of healthcare service that allows patients in acute disease to be hospitalized to their home. This provide the possibility to perform experiments using real hospital database.

Published
2022

25. Methods and tools for analysis and management of risks and regulatory compliance in the healthcare sector: the hospital at home – HaH

Author

Amantea, Ilaria Angela <1988>, Sulis, Emilio [superviser], Mauw, Sjouke [superviser], Palmirani, Monica [superviser], and Boella, Guido

Subjects
Computer science [C05] [Engineering, computing & technology], Risk Management, Process Optimization, Multidisciplinaire, généralités & autres [D99] [Sciences de la santé humaine], Multidisciplinary, general & others [E99] [Law, criminology & political science], Sciences informatiques [C05] [Ingénierie, informatique & technologie], Hospital at Home, BPM, Defeasible Deontic Logic, Multidisciplinaire, généralités & autres [E99] [Droit, criminologie & sciences politiques], Regulatory Compliance, INF/01 Informatica, Simulation, Multidisciplinary, general & others [D99] [Human health sciences]
Abstract

Changing or creating a new organization means creating a new process. Each process involves many risks that need to be identified and managed. The main risks considered here are procedural risks and legal risks. The former are related to the risks of errors that may occur during processes, while the latter are related to the compliance of processes with regulations. Therefore, managing the risks implies proposing changes to the processes that allow the desired result: an optimized process. In order to manage a company and optimize it in the best possible way, not only should the organizational aspect, risk management and legal compliance be taken into account, but it is important that they are all analyzed simultaneously with the aim of finding the right balance that satisfies them all. This is exactly the aim of this thesis, to provide methods and tools to balance these three characteristics, and to enable this type of optimization, ICT support is used. This work is not intended to be a computer science or law thesis but an interdisciplinary thesis. Most of the work done so far is vertical and in a specific domain. The particularity and aim of this thesis is not so much to carry out an in-depth analysis of a particular aspect, but rather to combine several important aspects, normally analyzed separately, which however have an impact on each other and influence each other. In order to carry out this kind of interdisciplinary analysis, the knowledge base of both areas was involved and the combination and collaboration of different experts in the various fields was necessary. Although the methodology described is generic and can be applied to all sectors, a particular use case was chosen to show its application. The case study considered is a new type of healthcare service that allows patients in acute disease to be hospitalized to their home. This provide the possibility to perform experiments using real hospital database.

Published
2022
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30. A Process Mining Application for the Analysis of Hospital-at-Home Admissions

Author

Amantea, Ilaria Angela, Sulis, Emilio, Boella, Guido, Marinello, Renata, Bianca, Dario, Brunetti, Enrico, Bo, Mario, and Fernandez-Llatas, Carlos

Subjects
Hospitalization, Business Process Management, E-health, Hospital-at-Home, Process Mining, Hospital Information Systems
Abstract

This article proposes the analysis of the admissions to hospital-at-home service within the framework of process mining. In addition to conventional modeling in standard languages, relying on interviews and continuous improvement, we propose the adoption of an automatic process discovery technique based on data collected by the hospital information system. We focus on the patient admission process, in which staff discriminate cases of interest for the service. Our methodological framework starts with the extraction of process information from the existing dataset. Once obtained meaningful data for an event log analysis, we propose the adoption of a process discovery algorithm by using a specific tool for process mining. In the context of Business Process Management, we suggest a practical application to be explored in order to improve standard modeling, opening the way to perform business process simulation with scenario analysis.

Published
2020

31. ICAIL Doctoral Consortium, Montreal 2019

Author

Sub Intelligent Systems, Intelligent Systems, Araszkiewicz, Michał, Amantea, Ilaria Angela, Chakravarty, Saurabh, van Doesburg, Robert, Dymitruk, Maria, Garin, Marie, Gilpin, Leilani, Odekerken, Daphne, Salehi, Seyedeh Sajedeh, Sub Intelligent Systems, Intelligent Systems, Araszkiewicz, Michał, Amantea, Ilaria Angela, Chakravarty, Saurabh, van Doesburg, Robert, Dymitruk, Maria, Garin, Marie, Gilpin, Leilani, Odekerken, Daphne, and Salehi, Seyedeh Sajedeh

Published
2020

33. Monitoring patients with fragilities in the context of de-hospitalization services: An Ambient Assisted Living Healthcare Framework for e-Health applications

Author

Sulis, Emilio, primary, Cena, Clara, additional, Fruttero, Roberta, additional, Traina, Sara, additional, Feletti, Luca Carlo, additional, de Cosmo, Pierluigi, additional, Armando, Lucrezia, additional, Ambrosini, Serena, additional, Amantea, Ilaria Angela, additional, Boella, Guido, additional, Marinello, Renata, additional, Bianca, Dario, additional, Brunetti, Enrico, additional, Bo, Mario, additional, Bianco, Alessandra, additional, and Cattel, Francesco, additional

Published
2019
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