CAncer PAtients Better Life Experience

Livrables

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

Data Management Plan

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

Project logo, leaflets, presentation & website

Publications

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

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

Personality and Habit Formation: Is There a Link?

Auteurs: A. Lisowska, S. Lavy, Sz. Wilk, M. Peleg
Publié dans: SMARTERCARE 2021. Workshop Proceedings, CEUR-WS, Numéro 360, 2021
Éditeur: CEUR

A Hybrid Execution Environment for Computer-Interpretable Guidelines in PROforma

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

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

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

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

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

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

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

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

Auteurs: A. Lisowska, Sz. Wilk, M. Peleg
Publié dans: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 53-61
Éditeur: KR4HC

Defining and Simulating Scenarios for the CAPABLE Clinical Decision Support System

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

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

Auteurs: A. Lisowska, Sz. Wilk, M. Peleg
Publié dans: SMARTERCARE 2021. Workshop Proceedings, CEUR-WS, Numéro 360, 2021, Page(s) 7-18
Éditeur: CEUR

Challenges in Symptoms Reporting in a Patient’s Application

Auteurs: L. Sacchi, N. Veggiotti, S. Quaglini
Publié dans: Proceedings of the 13th International Workshop on Knowledge Representation for Health Care (KR4HC), 2023, Page(s) 75-81
Éditeur: KR4HC

Designing a Testing Environment for the CAPABLE Telemonitoring and Coaching Platform

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

Inferring Monitoring Recommendation Frequencies for Multimorbidity Patients

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

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

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

Personalising Symptoms Reporting in Telemonitoring Applications for Cancer Patients

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

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

Auteurs: Nicole Veggiotti, Lucia Sacchi, Mor Peleg
Publié dans: AMIA proceedings, 2021
Éditeur: AMIA

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

Auteurs: A. Lisowska, Sz. Wilk, M. Peleg
Publié dans: Journal of Biomedical Informatics, Numéro 138, 2023, Page(s) 104276, ISSN 1532-0464
Éditeur: Academic Press
DOI: 10.1016/j.jbi.2022.104276

Predicting End Stage Chronic Kidney Disease from Asymptomatic and Prodromal Individuals

Auteurs: S. Rabinovici-Cohen, D.E. Platt, T. Iwamo-ri, I. Guez, M. Ghalwash, S. Dey, A. Bose, M. Kudo, A. Koseki, P. Meyer
Publié dans: Nature Medicine, Numéro submitted, 2024, ISSN 1078-8956
Éditeur: Nature Publishing Group

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

Auteurs: 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
Publié dans: Supportive Care in Cancer, Numéro 30, 2022, Page(s) 7249-7260, ISSN 1433-7339
Éditeur: Springer
DOI: 10.1007/s00520-022-07133-z

Usability and usefulness testing of a symptom management and coaching system for cancer patients treated with immune checkpoint inhibitors: a comparative qualitative study

Auteurs: S.L. Glaser, I. Fraterman, N. van Brummelen, V. Tibollo, L. del Campo, H. Mal-lo, S. Wilgenhof, L.V. van de Poll-Franse, Sz. Wilk, V. Gisko, V. Khadakou, R. Cornet, M. Ottaviano, S. Medlock
Publié dans: JMIR Formative Research, Numéro submitted, 2024, ISSN 2561-326X
Éditeur: JMIR Publications

MobiGuide: Guiding Chronic Patients and their Clinicians Anytime, Anywhere

Auteurs: M. Peleg, Y. Shahar, S. Quaglini
Publié dans: Communications of the ACM, Numéro 65 (4), 2022, Page(s) 74-79, ISSN 0001-0782
Éditeur: 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

Auteurs: 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
Publié dans: JMIR Research Protocols, Numéro 12, 2023, Page(s) e49252, ISSN 1929-0748
Éditeur: JMIR Publications
DOI: 10.2196/49252

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

Auteurs: E. Barkan, C. Porta, S. Rabinovici-Cohen,V. Tibollo, S. Quaglini, M. Rizzo
Publié dans: Frontiers in Oncology, Numéro 13, 2023, ISSN 2234-943X
Éditeur: 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

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

Exploring the impact of the multimodal CAPABLE eHealth intervention on health-related quality of life in melanoma patients undergoing immune-checkpoint inhibition: A prospective pilot study

Auteurs: I. Fraterman, L. Sacchi, H. Malo, V. Tibollo, S.L. Glaser, S. Medlock, R. Cornet, M. Gabetta, V. Gisko, V. Khodakou, E. Barkan, L. del Campo, D. Glasspool, A. Kogan, G. Lanzola, R. Leizer, M. Ottaviano, M. Peleg, K. Sniatala, A. Lisowska, E. Parimbelli, S. Quaglini, M. Rizzo, L. Locatti, A. Boekhout, L.V. van de Poll-Franse, S. Wilgenhof
Publié dans: JMIR Cancer, Numéro submitted, 2024, ISSN 2369-1999
Éditeur: JMIR Publications

A review of AI and Data Science support for cancer management

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

A review of AI and Data Science support for cancer management

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

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

Auteurs: Francesca Polce, Giordano Lanzola, Matteo Gabetta, Enea Parimbelli, Szymon Wilk, David Glasspool, Roy Leizer, Alexandra Kogan, Silvana Quaglini
Publié dans: Public Health and Informatics - Proceedings of MIE 2021, 2021, ISBN 9781643681849
Éditeur: IOS Press
DOI: 10.3233/shti210243

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

Auteurs: 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
Publié dans: Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings, Numéro 12721, 2021, Page(s) 298-303, ISBN 978-3-030-77210-9
Éditeur: 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

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

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

Auteurs: S. Rabinovici-Cohen
Publié dans: Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment, Numéro in press, 2024
Éditeur: Now Publishers

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