Giorgio Cangioli’s scientific contributions

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Publications (20)


Assessment of HL7 FHIR Interoperability Between EHR Systems and the Survivorship Passport v2.0 Platform to Generate Treatment Summaries for Childhood Cancer Survivors in Six Clinics: Preliminary Testing Results
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August 2024

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26 Reads

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Giorgio Cangioli

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The Survivorship Passport (SurPass) for childhood cancer survivors provides a personalized treatment summary together with a care plan for long-term screening of possible late effects. HL7 FHIR connectivity of Electronic Health Record (EHR) systems with the SurPass has been proposed to reduce the burden of collecting and organizing the relevant information. We present the results of testing and validation efforts conducted across six clinics in Austria, Belgium, Germany, Italy, Lithuania, and Spain. We also discuss ways in which this experience can be used to reduce efforts for the SurPass integration in other clinics across Europe.


Childhood Cancer Survivorship Passport Challenges in the European Health Data Space
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  • Full-text available

August 2024

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45 Reads

Innovation in cancer therapy has increased childhood cancer survival rates. However, survivors are still at risk of developing late effects. In the digital transformation of the health sector, the Survivorship Passport (SurPass) can support long-term follow-up care plans. Gaps in seamless connectivity among hospital departments, primary care, combined with the time of health professionals required to collect and fill-in health data in SurPass, are barriers to its adoption in daily clinical practice. The PanCareSurPass (PCSP) project was motivated to address these gaps by a new version of SurPass (v2.0) that supports semi-automatic assembly from organizational Electronic Health Record (EHR) systems of the treatment summary data using HL7 FHIR, to create SurPass, and to link it to regional or national digital health infrastructures in six European countries. In this paper we present the methodology used to develop the SurPass technical implementation strategy with special focus on the European Health Data Space (EHDS). The recently provisionally approved EHDS regulation instruments a digital health data ecosystem with opportunities for cost-effective SurPass implementation across Europe. Moving forward, a European HL7 FHIR SurPass Implementation Guide along with synthetic data sets, and validation tools can enrich the European Electronic Health Record Exchange Format (EEHRxF) with use cases on health & wellness of childhood cancer survivors.

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Fig. 1. Steps in article selection process and corresponding results according to the PRISMA-ScR method.
Fig. 2. The reference query for this scoping review in PubMed syntax.
Technical artifacts repositories in English found in the period 2016-2023.
Chronic disease management in scientific literature and HL7 FHIR IGs.
HL7 Fast Healthcare Interoperability Resources (HL7 FHIR) in digital healthcare ecosystems for chronic disease management: Scoping review

June 2024

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323 Reads

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12 Citations

International Journal of Medical Informatics


IT-Related Barriers and Facilitators to the Implementation of a New European eHealth Solution, the Digital Survivorship Passport (SurPass Version 2.0): Semistructured Digital Survey

May 2024

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39 Reads

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2 Citations

Journal of Medical Internet Research

Background To overcome knowledge gaps and optimize long-term follow-up (LTFU) care for childhood cancer survivors, the concept of the Survivorship Passport (SurPass) has been invented. Within the European PanCareSurPass project, the semiautomated and interoperable SurPass (version 2.0) will be optimized, implemented, and evaluated at 6 LTFU care centers representing 6 European countries and 3 distinct health system scenarios: (1) national electronic health information systems (EHISs) in Austria and Lithuania, (2) regional or local EHISs in Italy and Spain, and (3) cancer registries or hospital-based EHISs in Belgium and Germany. Objective We aimed to identify and describe barriers and facilitators for SurPass (version 2.0) implementation concerning semiautomation of data input, interoperability, data protection, privacy, and cybersecurity. Methods IT specialists from the 6 LTFU care centers participated in a semistructured digital survey focusing on IT-related barriers and facilitators to SurPass (version 2.0) implementation. We used the fit-viability model to assess the compatibility and feasibility of integrating SurPass into existing EHISs. Results In total, 13/20 (65%) invited IT specialists participated. The main barriers and facilitators in all 3 health system scenarios related to semiautomated data input and interoperability included unaligned EHIS infrastructure and the use of interoperability frameworks and international coding systems. The main barriers and facilitators related to data protection or privacy and cybersecurity included pseudonymization of personal health data and data retention. According to the fit-viability model, the first health system scenario provides the best fit for SurPass implementation, followed by the second and third scenarios. Conclusions This study provides essential insights into the information and IT-related influencing factors that need to be considered when implementing the SurPass (version 2.0) in clinical practice. We recommend the adoption of Health Level Seven Fast Healthcare Interoperability Resources and data security measures such as encryption, pseudonymization, and multifactor authentication to protect personal health data where applicable. In sum, this study offers practical insights into integrating digital health solutions into existing EHISs.


The Role of HL7 FHIR in the European Project GATEKEEPER

January 2024

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50 Reads

The European Project GATEKEEPER aims to develop a platform and marketplace to ensure a healthier independent life for the aging population. In this platform the role of HL7 FHIR is to provide a shared logical data model to collect data in heterogeneous living, which can be used by AI Service and the Gatekeeper HL7 FHIR Implementation Guide was created for this purpose. Independent pilots used this IG and illustrate the impact of the approach, benefit, value, and scalability.


Figure 1. GK platform architecture: The arrow color corresponds to the data exchange format: blue arrows for proprietary format, pink arrows for FHIR resources and violet arrows for WoT.
Design and Adoption of a FHIR IG to Support a Telemonitoring Environment in Gatekeeper Project

October 2023

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140 Reads

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4 Citations

Telemedicine can provide benefits in patient affected by chronic diseases or elderly citizens as part of standard routine care supported by digital health. The GATEKEEPER (GK) Project was financed to create a vendor independent platform to be adopted in medical practice and to demonstrate its effect, benefit value, and scalability in 8 connected medical use cases with some independent pilots. This paper, after a description of the GK platform architecture, is focused on the creation of a FHIR (Fast Healthcare Interoperability Resource) IG (Implementation Guide) and its adoption in specific use cases. The final aim is to combine conventional data, collected in the hospital, with unconventional data, coming from wearable devices, to exploit artificial intelligence (AI) models designed to evaluate the effectiveness of a new parsimonious risk prediction model for Type 2 diabetes (T2D).


Figure 1. The architecture of GK platform. The arrow color corresponds to the data exchange format: blue arrows for proprietary format, pink arrows for HL7 FHIR resources and violet arrows for WoT.
Experience from the Development of HL7 FHIR IG for Gatekeeper Project

June 2023

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302 Reads

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1 Citation

The GATEKEEPER (GK) Project was financed by the European Commission to develop a platform and marketplace to share and match ideas, technologies, user needs and processes to ensure a healthier independent life for the aging population connecting all the actors involved in the care circle. In this paper, the GK platform architecture is presented focusing on the role of HL7 FHIR to provide a shared logical data model to be explored in heterogeneous daily living environments. GK pilots are used to illustrate the impact of the approach, benefit value, and scalability, suggesting ways to further accelerate progress.


IT-Related Barriers and Facilitators to the Implementation of a New European eHealth Solution, the Digital Survivorship Passport (SurPass Version 2.0): Semistructured Digital Survey (Preprint)

June 2023

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3 Reads

BACKGROUND To overcome knowledge gaps and optimize long-term follow-up (LTFU) care for childhood cancer survivors, the concept of the Survivorship Passport (SurPass) has been invented. Within the European PanCareSurPass project, the semiautomated and interoperable SurPass (version 2.0) will be optimized, implemented, and evaluated at 6 LTFU care centers representing 6 European countries and 3 distinct health system scenarios: (1) national electronic health information systems (EHISs) in Austria and Lithuania, (2) regional or local EHISs in Italy and Spain, and (3) cancer registries or hospital-based EHISs in Belgium and Germany. OBJECTIVE We aimed to identify and describe barriers and facilitators for SurPass (version 2.0) implementation concerning semiautomation of data input, interoperability, data protection, privacy, and cybersecurity. METHODS IT specialists from the 6 LTFU care centers participated in a semistructured digital survey focusing on IT-related barriers and facilitators to SurPass (version 2.0) implementation. We used the fit-viability model to assess the compatibility and feasibility of integrating SurPass into existing EHISs. RESULTS In total, 13/20 (65%) invited IT specialists participated. The main barriers and facilitators in all 3 health system scenarios related to semiautomated data input and interoperability included unaligned EHIS infrastructure and the use of interoperability frameworks and international coding systems. The main barriers and facilitators related to data protection or privacy and cybersecurity included pseudonymization of personal health data and data retention. According to the fit-viability model, the first health system scenario provides the best fit for SurPass implementation, followed by the second and third scenarios. CONCLUSIONS This study provides essential insights into the information and IT-related influencing factors that need to be considered when implementing the SurPass (version 2.0) in clinical practice. We recommend the adoption of Health Level Seven Fast Healthcare Interoperability Resources and data security measures such as encryption, pseudonymization, and multifactor authentication to protect personal health data where applicable. In sum, this study offers practical insights into integrating digital health solutions into existing EHISs.


Barriers and facilitators to implementation of the interoperable Survivorship Passport (SurPass) v2.0 in 6 European countries: a PanCareSurPass online survey study

February 2023

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80 Reads

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8 Citations

Journal of Cancer Survivorship

Selina R. van den Oever

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Purpose: Long-term follow-up (LTFU) care for childhood cancer survivors (CCSs) is essential to improve and maintain their quality of life. The Survivorship Passport (SurPass) is a digital tool which can aid in the delivery of adequate LTFU care. During the European PanCareSurPass (PCSP) project, the SurPass v2.0 will be implemented and evaluated at six LTFU care clinics in Austria, Belgium, Germany, Italy, Lithuania and Spain. We aimed to identify barriers and facilitators to the implementation of the SurPass v2.0 with regard to the care process as well as ethical, legal, social and economical aspects. Methods: An online, semi-structured survey was distributed to 75 stakeholders (LTFU care providers, LTFU care program managers and CCSs) affiliated with one of the six centres. Barriers and facilitators identified in four centres or more were defined as main contextual factors influencing implementation of SurPass v2.0. Results: Fifty-four barriers and 50 facilitators were identified. Among the main barriers were a lack of time and (financial) resources, gaps in knowledge concerning ethical and legal issues and a potential increase in health-related anxiety in CCSs upon receiving a SurPass. Main facilitators included institutions' access to electronic medical records, as well as previous experience with SurPass or similar tools. Conclusions: We provided an overview of contextual factors that may influence SurPass implementation. Solutions should be found to overcome barriers and ensure effective implementation of SurPass v2.0 into routine clinical care. Implications for cancer survivors: These findings will be used to inform on an implementation strategy tailored for the six centres.


FAIRness for FHIR: Towards Making Health Datasets FAIR Using HL7 FHIR

June 2022

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457 Reads

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7 Citations

Medical data science aims to facilitate knowledge discovery assisting in data, algorithms, and results analysis. The FAIR principles aim to guide scientific data management and stewardship, and are relevant to all digital health ecosystem stakeholders. The FAIR4Health project aims to facilitate and encourage the health research community to reuse datasets derived from publicly funded research initiatives using the FAIR principles. The ‘FAIRness for FHIR’ project aims to provide guidance on how HL7 FHIR could be utilized as a common data model to support the health datasets FAIRification process. This first expected result is an HL7 FHIR Implementation Guide (IG) called FHIR4FAIR, covering how FHIR can be used to cover FAIRification in different scenarios. This IG aims to provide practical underpinnings for the FAIR4Health FAIRification workflow as a domain-specific extension of the GoFAIR process, while simplifying curation, advancing interoperability, and providing insights into a roadmap for health datasets FAIR certification.


Citations (12)


... A widespread issue in healthcare is data interoperability, which can be achieved by embracing standards like FHIR (fast healthcare interoperability resources), making data exchange seamless from one platform to another [222]. The model needs diverse pipelines in training that includes the real-world and synthetic augmentation of data to make an AI system generalize across a population effectively [223]. ...

Reference:

The paradigm of digital health: AI applications and transformative trends
HL7 Fast Healthcare Interoperability Resources (HL7 FHIR) in digital healthcare ecosystems for chronic disease management: Scoping review

International Journal of Medical Informatics

... While employing HL7 FHIR for semi-automatic creation of treatment summaries from organizational EHRs and seamless integration with digital health infrastructures, SurPass would show how to improve long-term person-centered CCS care. Following a preimplementation study in the involved countries representing different health system structures in Europe [1,5,6], cost data from implementation would allow development of a prediction model to inform scaling adoption. Ethical, structural, organisational, economical and privacy issues must be considered in the context of digital transformation policies. ...

IT-Related Barriers and Facilitators to the Implementation of a New European eHealth Solution, the Digital Survivorship Passport (SurPass Version 2.0): Semistructured Digital Survey
  • Citing Article
  • May 2024

Journal of Medical Internet Research

... This effort can contribute to improving the referral for a PR program in a different care context through a straightforward approach, contributing to a clearer and more efficient inter-institutional communication and workflow. One of the existing standards for healthcare data electronic exchange, FHIR -Fast Healthcare Interoperability Resources (published by HL7®), is playing an important role in fostering seamless health information exchange and is being used in different case-studies and conditions, such as dementia or type-2 diabetes [14][15][16][17]. It describes a data format and structured elements for the representation and exchange of clinically relevant information using recent information systems development technologies (eg: JSON, REST) [14]. ...

Design and Adoption of a FHIR IG to Support a Telemonitoring Environment in Gatekeeper Project

... HL7 FHIR IG Registries: Table 2 shows the 35 FHIR IGs available to support chronic disease management. Only a third of the them, as represented in Table 3, were also referenced in the scientific literature with specific focus on patient reported outcomes [48,58], living environments [50,64,104,48,116,117], mhealth [95], personal health devices [32,71], and HL7 FHIR integration with genomics [23,26,28,46,55,61]. The most cited FHIR IGs are produced by HL7 International: HL7 Genomics Reporting followed by mCODE, Personal Health Devices, HL7 Clinical Practice Guidelines and oncology dktk on HL7 FHIR. ...

Experience from the Development of HL7 FHIR IG for Gatekeeper Project

... Thanks to improvements in cancer treatment, the 5-year survival rates for childhood cancer have increased to over 80% [1]. Unfortunately, childhood cancer survivors (CCS) are at high risk of developing late effects due to the cancer treatment, resulting in excess morbidity and mortality [2]. ...

Barriers and facilitators to implementation of the interoperable Survivorship Passport (SurPass) v2.0 in 6 European countries: a PanCareSurPass online survey study
  • Citing Article
  • February 2023

Journal of Cancer Survivorship

Selina R. van den Oever

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... Amid this current of events, the components of FAIR digital objects can be represented in Health Level 7 Fast Health Care Interoperability Resources (HL7-FHIR), thus increasing their interoperability and reusability. Appropriate FHIR profiles can further facilitate advanced search capabilities based on extensive metadata, and easier access to the health data capitalizing on the data model of HL7-FHIR [29]. Consequently, interoperability develops a communication framework between noncommunicable systems, which can be achieved by transforming health care data into ontologies. ...

FAIRness for FHIR: Towards Making Health Datasets FAIR Using HL7 FHIR

... In general, the results of our study highlight the importance of the FAIRification of health data, particularly in terms of data interoperability, which we refer to as Layer 0 in our conceptual framework. Previous research, such as the FAIR4HEALTH project, has demonstrated that approaches like FL (in our case, the PHT), can benefit from FAIR data 41 . These alternative methodologies on the data level, in contrast to our REDCap approach, are driven by FAIRification processes using, e.g., standards like HL7 FHIR or other technologies of the Semantic Web [41][42][43] . ...

FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research

... For late effects surveillance, very detailed treatment data are of the utmost importance. These are also vital in view of efforts to introduce a common European Survivorship Passport [22,23]. ...

Factors Influencing Implementation of the Survivorship Passport: The IT Perspective

... There have been several research groups working this aspects. 83 The European Union has released a special project. 84 An editorial has been published which is based on the challenges of the effectual implementation of FAIR Principles in biomedical research. ...

FAIR4Health: Findable, Accessible, Interoperable and Reusable data to foster Health Research
  • Citing Article
  • March 2022

... Therefore, 2P-IVM represents one of the most informative platforms for the physiological study of cell death in vivo 22 . However, acquiring high-quality 2P-IVM movies remains non-trivial due to technical and biological challenges such as the surgical procedure, the bleaching of the sample, and the stability of the imaging site, among others [23][24][25] . As a result, the potential to generate extensive apoptotic datasets in vivo remains limited, whereas the lack of accessibility prevents the reuse of existing 2P-IVM movies 25,26 . ...

From Raw Data to FAIR Data: The FAIRification Workflow for Health Research

Methods of Information in Medicine