CAncer PAtients Better Life Experience

Project Information

CAPABLE

Grant agreement ID: 875052

DOI

10.3030/875052

Project closed

EC signature date 28 October 2019

Start date 1 January 2020

End date 31 January 2024

Funded under

• SOCIETAL CHALLENGES - Health, demographic change and well-being

Total cost

€ 5 962 792,50

EU contribution

€ 5 962 792,50

Coordinated by

UNIVERSITA DEGLI STUDI DI PAVIA
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (23)

Framework defined (including patients’ needs) based on available data and modelling approaches
Specification of the information architecture and data modeling based on FAIR principles
Intellectual Property report - V2

Intellectual Property report – V2

Requirements table for the final Iteration
Exploitation plan and business models - V3

Exploitation plan and business models – V3

Requirements table and use case description
Report on Health Technology Assessment and market regulation
Data ready for modelling and reasoning development, including procedures for anonymisation/Pseudo-anonymisation
Information architecture
Interim Report on system performances, usage and technical improvements
Intellectual Property report - V1

Intellectual Property report V1

Market Opportunity Report – V2
Dissemination Activities Report - part 2

Dissemination Activities Report – part 2

Dissemination Activities Report - part 1

Dissemination Activities Report part 1

AI ethics and incidental findings policy
Exploitation plan and business models - V1

Exploitation plan and business models V1

Computer-interpretable guidelines

Computerinterpretable guidelines

Third interim usability and acceptability report
Data-related functionality to realize a FAIR infrastructure
Second interim usability and acceptability report
Exploitation plan and business models - V2

Exploitation plan and business models V2

Market Opportunity Report – V1
First interim usability and acceptability evaluation report

Open Research Data Pilot (1)

Data Management Plan

Demonstrators, pilots, prototypes (15)

Study plan, protocols definition, and informed consent/assent drafts
Refined framework and models of all prototypes based on accumulated data
Prototype of backend DSS, ready for integration with the pilot system
User Interfaces prototype 2
2nd iteration of the Platform POC
Refined version of the coaching system with all interventions required for the two considered clinical use cases
Prototype of Statistical based decision component
Final version of refined backend DSS including all components
User Interfaces prototype 1
1st iteration of the Platform Proof Of Concept
Prototype of Guidelines based decision component
Final platform version and deployment on all the clinical sites involved
Informed patient consent/assent form, ethical committee approval, training materials, and technical manual for maintenance
3rd iteration of the Platform POC
Prototype of the coaching system with selected representative interventions

Websites, patent fillings, videos etc. (1)

Project logo, leaflets, presentation & website

Publications

Conference proceedings (15)

Can Large Language Models Augment a Biomedical Ontology with Missing Concepts and Relations?

Author(s): A. Zaitoun, T. Sagi, Sz. Wilk, M. Peleg
Published in: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 43-52
Publisher: KR4HC

Personality and Habit Formation: Is There a Link?

Author(s): A. Lisowska, S. Lavy, Sz. Wilk, M. Peleg
Published in: SMARTERCARE 2021. Workshop Proceedings, CEUR-WS, Issue 360, 2021
Publisher: CEUR

A Hybrid Execution Environment for Computer-Interpretable Guidelines in PROforma

Author(s): A. Kogan, R. Leizer, Sz. Wilk, D. Glass-pool
Published in: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 82-89
Publisher: KR4HC

Is it a good time to survey you? Cognitive load classification from blood volume pulse

Author(s): Aneta Lisowska, Szymon Wilk, Mor Peleg
Published in: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021, Page(s) 137-141, ISBN 978-1-6654-4121-6
Publisher: IEEE
DOI: 10.1109/cbms52027.2021.00061

Improving Keyword-Based Topic Classification in Cancer Patient Forums with Multilingual Transformers

Author(s): T.M. Buonocore, E. Parimbelli, L. Sacchi, R. Bellazzi, L. del Campo, S. Quaglini
Published in: MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation, Studies in Health Technology and Informatics, Issue 290, 2022, Page(s) 597-601
Publisher: IOS Press

A Goal-Oriented Methodology for Treatment of Patients with Multimorbidity - Goal Comorbidities (GoCom) Proof-of-Concept Demonstration

Author(s): A. Kogan, M. Peleg, S.W. Tu, R. Allon, N. Khaitov, I. Hochberg
Published in: 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14–17, 2022, Proceedings, LNCS, Issue 13263, 2022, Page(s) 426-430
Publisher: Springer
DOI: 10.1007/978-3-031-09342-5_44

Personalising Digital Health Behaviour Change Interventions using Machine Learning and Domain Knowledge

Author(s): A. Lisowska, Sz. Wilk, M. Peleg
Published in: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 53-61
Publisher: KR4HC

Defining and Simulating Scenarios for the CAPABLE Clinical Decision Support System

Author(s): N. Veggiotti, S. Panzarasa, V. Tibollo, S. Quaglini, G. Lanzola, L. Sacchi
Published in: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 62-74
Publisher: KR4HC

From Personalized Timely Notification to Healthy Habit Formation: A Feasibility Study of Reinforcement Learning Approaches on Synthetic Data

Author(s): A. Lisowska, Sz. Wilk, M. Peleg
Published in: SMARTERCARE 2021. Workshop Proceedings, CEUR-WS, Issue 360, 2021, Page(s) 7-18
Publisher: CEUR

Challenges in Symptoms Reporting in a Patient’s Application

Author(s): L. Sacchi, N. Veggiotti, S. Quaglini
Published in: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 75-81
Publisher: KR4HC

Designing a Testing Environment for the CAPABLE Telemonitoring and Coaching Platform

Author(s): G. Lanzola, F. Polce, V. Tibollo, S. Quaglini, Sz. Wilk
Published in: 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), Pa-lermo, Italy, 2022: Proceedings, 2022, Page(s) 1112-1117
Publisher: IEEE
DOI: 10.1109/melecon53508.2022.9843001

Inferring Monitoring Recommendation Frequencies for Multimorbidity Patients

Author(s): A. Kogan, S. W. Tu, M. Peleg
Published in: Proceedings of the 13th International Workshop on Knowledge Representa-tion for Health Care (KR4HC), 2023, Page(s) 21-27
Publisher: KR4HC

Taking a Walk Avoiding Polluted Routes: An Application to a Virtual Coach for Cancer

Author(s): C. Strusi, A. Dagliati, D. Pala, C. Larizza, R. Bellazzi, S. Quaglini
Published in: 2022 IEEE 21st Mediterranean Electro-technical Conference (MELECON), Pa-lermo, Italy, 2022: Proceedings, 2022, Page(s) 1107-1111
Publisher: IEEE
DOI: 10.1109/melecon53508.2022.9843091

Personalising Symptoms Reporting in Telemonitoring Applications for Cancer Patients

Author(s): S. Quaglini, L. Sacchi, N. Veggiotti, E. Girani, V. Tibollo
Published in: Challenges of Trustable AI and Added-Value on Health (Proceeding of MIE 2022). Studies in Health Technology and Informatics, Issue 294, 2022, Page(s) 900-904
Publisher: IOS Press
DOI: 10.3233/shti220621

Enhancing the IDEAS Framework with Ontology: Designing Digital Interventions for Improving Cancer Patients' Wellbeing

Author(s): Nicole Veggiotti, Lucia Sacchi, Mor Peleg
Published in: AMIA proceedings, 2021
Publisher: AMIA

Peer reviewed articles (7)

SATO (IDEAS expAnded wiTh BCIO): Workflow for Designers of Patient-centered Mobile Health Behaviour Change Intervention Applications

Author(s): A. Lisowska, Sz. Wilk, M. Peleg
Published in: Journal of Biomedical Informatics, Issue 138, 2023, Page(s) 104276, ISSN 1532-0464
Publisher: Academic Press
DOI: 10.1016/j.jbi.2022.104276

Exploring the supportive care and information needs of Melanoma Patients Receiving Immune-Checkpoint Inhibition to develop an eHealth Application: A Qualitative Study

Author(s): I. Fraterman, S.L.C. Glaser, S. Wilgenhof, S.K. Medlock, H.A. Mallo, R. Cornet, L.V. van de Poll-Franse, A.H. Boekhout
Published in: Supportive Care in Cancer, Issue 30, 2022, Page(s) 7249-7260, ISSN 1433-7339
Publisher: Springer
DOI: 10.1007/s00520-022-07133-z

MobiGuide: Guiding Chronic Patients and their Clinicians Anytime, Anywhere

Author(s): M. Peleg, Y. Shahar, S. Quaglini
Published in: Communications of the ACM, Issue 65 (4), 2022, Page(s) 74-79, ISSN 0001-0782
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3511596

An eHealth App (CAPABLE) Providing Symptom Monitoring, Well-Being Interventions, and Educational Material for Patients With Melanoma Treated With Immune Checkpoint Inhibitors: Protocol for an Exploratory Intervention Trial

Author(s): I. Fraterman, B.M. Wollersheim , V. Ti-bollo, S.L. Glaser, S.K. Medlock, R. Cor-net, M. Gabetta, V. Gisko, E. Barkan, N. di Flora, D. Glasspool, A. Kogan, G. Lanzola, R. Leizer, H. Mallo, M. Ottavi-ano, M. Peleg, L.V. van de Poll-Franse, N. Veggiotti, K. Sniatala, Sz. Wilk, E. Pa-rimbelli, S. Quaglini, M. Rizzo, L. Locati, A.H. Boekhout, L. Sacchi, S. Wilgenhof
Published in: JMIR Research Protocols, Issue 12, 2023, Page(s) e49252, ISSN 1929-0748
Publisher: JMIR Publications
DOI: 10.2196/49252

Artificial Intelligence-Based Prediction of Overall Survival in Metastatic Renal Cell Carcinoma

Author(s): E. Barkan, C. Porta, S. Rabinovici-Cohen,V. Tibollo, S. Quaglini, M. Rizzo
Published in: Frontiers in Oncology, Issue 13, 2023, ISSN 2234-943X
Publisher: Frontiers Media S. A.
DOI: 10.3389/fonc.2023.1021684

The Case Manager: An Agent Controlling the Activation of Knowledge Sources in a FHIR-based Distributed Reasoning Environment

Author(s): G. Lanzola, F. Polce, E. Parimbelli, M. Gabetta, R. Cornet, R. DeGroot, A. Kogan, D. Glasspool, Sz. Wilk, S. Quaglini
Published in: Applied Clinical Informatics, Issue 14 (04), 2023, Page(s) 725-734, ISSN 1869-0327
Publisher: Schattauer GmbH
DOI: 10.1055/a-2113-4443

A review of AI and Data Science support for cancer management

Author(s): E. Parimbelli, S. Wilk, R. Cornet, P. Sniatala, K. Sniatala, S.L.C. Glaser, I. Fraterman, A.H. Boekhout, M. Ottaviano, M. Peleg
Published in: Artificial Intelligence in Medicine, Issue 117, 2021, Page(s) 102111, ISSN 0933-3657
Publisher: Elsevier BV
DOI: 10.1016/j.artmed.2021.102111

Book chapters (4)

The Case Manager: Driving Medical Reasoning in a Distributed Environment for Home Patient Monitoring

Author(s): Francesca Polce, Giordano Lanzola, Matteo Gabetta, Enea Parimbelli, Szymon Wilk, David Glasspool, Roy Leizer, Alexandra Kogan, Silvana Quaglini
Published in: Public Health and Informatics - Proceedings of MIE 2021, 2021, ISBN 9781643681849
Publisher: IOS Press
DOI: 10.3233/shti210243

CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration

Author(s): Enea Parimbelli, Matteo Gabetta, Giordano Lanzola, Francesca Polce, Szymon Wilk, David Glasspool, Alexandra Kogan, Roy Leizer, Vitali Gisko, Nicole Veggiotti, Silvia Panzarasa, Rowdy de Groot, Manuel Ottaviano, Lucia Sacchi, Ronald Cornet, Mor Peleg, Silvana Quaglini
Published in: Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings, Issue 12721, 2021, Page(s) 298-303, ISBN 978-3-030-77210-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77211-6_34

Catching Patient’s Attention at the Right Time to Help Them Undergo Behavioural Change: Stress Classification Experiment from Blood Volume Pulse

Author(s): Aneta Lisowska, Szymon Wilk, Mor Peleg
Published in: Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings, Issue 12721, 2021, Page(s) 72-82, ISBN 978-3-030-77210-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77211-6_8

Artificial Intelligence to Support Choices in Neoadjuvant Chemotherapy in Breast Cancer Patients

Author(s): S. Rabinovici-Cohen
Published in: Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment, Issue in press, 2024
Publisher: Now Publishers