Hospital Smart development based on AI

Risultati finali

Report describing a the development of the appropriate SELP framework for measurements of the applicable ethical and social principles and b how HosmartAI complies to those measurements

Stakeholders' Requirements and Analysis Report - First version

The first version of the report on HosmartAI stakeholders requirements

Business Plan - First version

Direct outcome of D74 identifying market aspects and prospective customers to be contacted documenting the plan for market entry the business model the monetisation strategy as well as the sustainability plan for the HosmartAI Platform detailing revenue streams First version

Open Call 1 handbook and proposals evaluation report

Open call documents like open call text guidelines materials contract templates for subgrantees and the templates for proposals for Call 1

Open Call 1 project and outcome evaluation report

Outcome of Open Call 1 including the analysis of statistics of the open call results and description of followup activities

SELP Continuous Monitoring Report 1

Report documenting SELP issues raised during the M124 of the project

Report on KPIs definition

Direct outcome of T14 documenting the technical and Pilot KPIs

Open Call 2 handbook and proposals evaluation report

Open call documents like open call text guidelines materials contract templates for subgrantees and the templates for proposals for Call 2

Ecosystem Building, Industrial Clustering & Stakeholders Engagement - First version

Direct outcome of T62 documenting the ecosystem building and clustering activities undertaken First version

SELP Benchmark Report

VUB R M4 PU Report analysing the KPIs that will be used to evaluate socialethical responsibility fundamental rights data protection and privacy of the methods proposed by HosmartAI

HosmartAI Platform Conceptual Architecture - First version

Direct outcome of T13 documenting the technical requirements of the HosmartAI Reference Architecture First version

Platform Architecture Design and Open APIs - Second version

Direct outcome of T41 documenting the platform technical architecture and the Open APIs The deliverable will be updated regularly following the components releases and the feedback received Second version

Dissemination, Communication & Standardisation Activities Report - First version

Direct outcome of T61 and T63 documenting the dissemination activities undertaken and the contributions to standards and working groups First version

Stakeholders' Requirements and Analysis Report - Second version

The second version of the report on HosmartAI stakeholders requirements

Domain Landscape

The direct outcome of T11 documenting the stateofplay on existing Healthcare procedures Innovative AIbased and robotics systems methods components and tools preexisting knowhow and background knowledge

SELP Impact Assessment

VUB R M12 PU Report documenting the SELP requirements and how they will be implemented in practice It will report the results of the liaison with the technical task leaders to ensure that the outcomes create the most positive impacts for the project Where appropriate mitigations will be listed and the outcomes described

Platform Architecture Design and Open APIs - First version

HosmartAI Platform Conceptual Architecture - Final version

Direct outcome of T13 documenting the technical requirements of the HosmartAI Reference Architecture Final version

Data Management Handling Plan - First version

Direct outcome of T66 documenting the data management handling plan It will constitute a living document First version

Data Management Handling Plan - Second version

Direct outcome of T66 documenting the data management handling plan It will constitute a living document Second version

Dissemination, Communication & Ecosystem building Plan

Direct outcome of T61 and T62 documenting the plans for the dissemination and communication activities while also delivering the initial versions of the communications channels project portal and social media and dissemination materials leaflet poster project templates

Pubblicazioni

A protocol on the effects of interactive digital assistance on engagement and perceived quality of care of surgery patients and self-efficacy and workload of staff

Autori: Plohl Nejc, Flis Vojko, Bergauer Andrej, Kobilica Nina, Kampič Tadej, Horvat Samo, Vidovič Damjan, Musil Bojan, Smrke Urška, Mlakar Izidor
Pubblicato in: Frontiers in Medicine, Numero Volume 9, 2022, 2022, ISSN 2296-858X
Editore: Frontiers in Medicine
DOI: 10.3389/fmed.2022.989808

Semantic interoperability for an AI-based applications platform for smart hospitals using HL7 FHIR

Autori: Emmanouil S. Rigas, Paris Lagakis, Makis Karadimas, Evangelos Logaras, Dimitra Latsou, Magda Hatzikou, Athanasios Poulakidas, Antonis Billis, Panagiotis D. Bamidis
Pubblicato in: Journal of Systems and Software, 2024
Editore: Elsevier
DOI: 10.1016/j.jss.2024.112093

Virtual coach for continuity of care

Autori: Raquel Losada, Rosa Almeida, Diana Marques
Pubblicato in: ISRCTN Registry, 2022
Editore: ISRCTN
DOI: 10.1186/isrctn85439821

Using Structural Equation Modeling to Explore Patients’ and Healthcare Professionals’ Expectations and Attitudes Towards Socially Assistive Humanoid Robots in Nursing and Care Routine

Autori: Izidor Mlakar; Urška Smrke; Vojko Flis; Nina Kobilica; Samo Horvat; Bojan Ilijevec; Bojan Musil; Nejc Plohl
Pubblicato in: Crossref, Numero 4, 2023
Editore: SPRINGER
DOI: 10.1007/s12369-023-01039-4

Evaluating the clinical impact of integrating a computerized clinical decision support system and a social robot into discussion of patient cases with the care team

Autori: Izidor Mlakar, Tadej Kampič, Vojko Flis, Nina Kobilica, Nejc Plohl, Andrej Bergauer
Pubblicato in: ISRCTN Registry, Numero 28/02/2022, 2022
Editore: BioMed Central Ltd

Telematic Medical Applications Ltd (TMA) Presentation

Autori: Dr. Philip Sotiriades
Pubblicato in: Maritime Intelligence 10th Anniversary Edition, 2024
Editore: Libertypress.gr

Clinical performance of AI-integrated risk assessment pooling reveals cost savings even at high prevalence of COVID-19

Autori: Farzin Kamari, Esben Eller, Mathias Emil Bøgebjerg, Ignacio Martínez Capella, Borja Arroyo Galende, Tomas Korim, Pernille Øland, Martin Lysbjerg Borup, Anja Rådberg Frederiksen, Amir Ranjouriheravi, Ahmed Faris Al-Jwadi, Mostafa Mansour, Sara Hansen, Isabella Diethelm, Marta Burek, Federico Alvarez, Anders Glent Buch, Nima Mojtahedi, Richard Röttger & Eivind Antonsen Segtnan
Pubblicato in: 2024
Editore: Nature Scientific Reports
DOI: 10.1038/s41598-024-59068-6

Vimar sarà il partner italiano del progetto europeo HosmartAI

Autori: VIMAR
Pubblicato in: 2021
Editore: Imprese edili

Effects of interactive digital assistance on patients and hospital staff

Autori: Izidor Mlakar, Tadej Kampič, Vojko Flis, Nina Kobilica, Nejc Plohl, Andrej Bergauer
Pubblicato in: ISRCTN Registry, Numero 28/02/2022, 2022
Editore: BioMed Central Ltd

Evaluating the use of socially assistive humanoid robot in patient admission workflow: A Feasibility Study

Autori: Izidor Mlakar1*, Urška Smrke1, Vojko Flis2, Matej Rojc1, Umut Arioz1, Valentino Šafran1, Igor Robert Roj2, Samo Horvat2, Bojan Ilijevec2, Nejc Plohl3
Pubblicato in: 2024
Editore: BMC Nursing

Integration of Smart Home and Building Automation Systems in Virtual Reality and Robotics-Based Technological Environment for Neurorehabilitation: A Pilot Study Protocol

Autori: Sara Federico; Mirko Zitti; Martina Regazzetti; Enrico Dal Pozzo; Błażej Cieślik; Alberto Pomella; Francesca Stival; Marco Pirini; Giorgia Pregnolato; Pawel Kiper
Pubblicato in: Journal of Personalized Medicine, 2024
Editore: Journal of Personalized Medicine

PREDSTAVITEV PROJEKTA HOSMARTAI - ROBOT V ZDRAVSTVU

Autori: Vojko Flis, Nina Kobilica, Andrej Bergauer, Maja Molan, Igor Robert Roj
Pubblicato in: Numero 1, 2022
Editore: NA

An Evaluation Platform for Catheter Ablation Navigation

Autori: Florian Heemeyer, Christophe Chautems, Quentin Boehler, José L. Merino and Bradley J. Nelson
Pubblicato in: IEEE, Numero 2, 2024
Editore: IEEE
DOI: 10.1142/s2424905x23400056

MT8 Assessing Feasibility of Socially Assistive Humanoid Robots in Assisting in Nursing Routine

Autori: I. Mlakar, V. Flis, U. Smrke, I.R. Roj, U. Arioz, V. Šafran, N. Plohl
Pubblicato in: Value in Health, 2023
Editore: IDPOR
DOI: 10.1016/j.jval.2023.09.2237

Collaborative Robot Learning For Indoor Environment

Autori: Lucas Foissey; El-Hacen Diallo; Khaldoun Al Agha
Pubblicato in: 2023
Editore: IEEE

Artificial Intelligence (AI)-assisted Clinical Decision Support Tool for the Prediction of Obstructive Coronary Artery Disease on Coronary Computed Tomography Angiography: Study Protocol

Autori: G.Rampidis, K.Kouskouras, A.Samaras, A.Billis, E.Logaras, P.Prassopoulos, H.Karvounis, P.Bamidis, G.Giannakoulas
Pubblicato in: 42nd Panhellenic Congress of Cardiology, Numero 21-23/10/2021, 2021
Editore: Hellenic Society of Cardiology

PREDSTAVITEV PROJEKTA HOSMARTAI - ROBOT V ZDRAVSTVU

Autori: Vojko Flis, Nina Kobilica, Andrej Bergauer, Maja Molan, Igor Robert Roj
Pubblicato in: Numero 11/5/2022, 2022
Editore: ZBORNICA ZDRAVSTVENE IN BABIŠKE NEGE SLOVENIJE

Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-ray Images

Autori: Lazar Dašić, Ognjen Pavić, Tijana Geroski, Dragan Milovanović, Marina Petrović, Nenad Filipović
Pubblicato in: 2023
Editore: IEEE

Probabilistic tissue mapping for tumor segmentation and infiltration detection of glioma

Autori: De Sutter, S., Geens, W., Bossa, M., Vanbinst, A. M., Duerinck, J., & Vandemeulebroucke, J.
Pubblicato in: International MICCAI Brainlesion Workshop, 2022
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-33842-7_7

A game changer Joint Design Journey of PREMS and PROMS in the HOSMARTAI virtual coach study

Autori: Rosa Almeida Diana Filipa Marques Raquel Losada Durán Yolanda Bueno Aguado Teresa Cid-Bartolomé Silvia González-González Magda Hatzikou
Pubblicato in: International Journal of Integrated Care, 2023
Editore: ICIC
DOI: 10.5334/ijic.icic23586

Machine learning in medical image processing – from medical images to automated diagnosis

Autori: Tijana Geroski, Ognjen Pavić, Lazar Dašić, Marina Petrović, Dragan Milovanović, Nenad Filipović
Pubblicato in: International Scientific Conference Contemporary Materials – Banja Luka (September 8th, 2023), 2023
Editore: International Scientific Conference Contemporary Materials

Implementation of Cost-Consequences Analysis as an Economic Evaluation Method for Artificial Intelligent (AI) Medical and Digital Technologies. the Case of HosmartAI (HORIZON 2020 FUNDED)

Autori: Hatzikou M, Latsou D
Pubblicato in: 2023
Editore: Elsevier BV
DOI: 10.1016/j.jval.2023.09.2274

Dialog Management System for Pepper Robot on HoSmartAI Platform

Autori: Izidor Mlakar; Daniel Hari; Bojan Musil
Pubblicato in: 18th International Conference of Computational Methods in Sciences and Engineering (Session Digital Health Interventions Big Data for Personalized Cancer Survivorship), Numero October 26, 2022, 2022
Editore: ZENODO
DOI: 10.5281/zenodo.7300123

SELECTION OF KEY PERFORMANCE INDICATORS FOR AN ECONOMIC EVALUATION OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES. THE CASE OF HOSMARTAI (HORIZON 2020 FUNDED PROGRAM)

Autori: Hatzikou M, O' Byrne D, Latsou D.
Pubblicato in: 2022
Editore: Elsevier BV
DOI: 10.1016/j.jval.2022.09.285

Towards an Explainable AI-Based Tool to Predict Preterm Birth

Autori: Ilias Kyparissidis Kokkinidis; Evangelos Logaras; Emmanouil S. Rigas; Ioannis Tsakiridis; Themistoklis Dagklis; Antonis Billis; Panagiotis D. Bamidis
Pubblicato in: Caring is Sharing – Exploiting the Value in Data for Health and Innovation, Numero 3, 2022, ISBN 9781643683881
Editore: ACM
DOI: 10.1145/3575879.3576014

An Evaluation Platform for Catheter Ablation Navigation

Autori: Florian Heemeyer, Christophe Chautems, Quentin Boehler, José L. Merino and Bradley J. Nelson
Pubblicato in: IEEE, Numero April, 2023, 2023
Editore: IEEE

A short review of factors associated with acceptance of social robots in healthcare and lessons for their implementation in oncological settings

Autori: Nejc Plohl; Izidor Mlakar; Bojan Musil; Urška Smrke
Pubblicato in: 18th International Conference of Computational Methods in Sciences and Engineering (ICCMSE 2022), Numero October 26, 2022, 2022
Editore: ZENODO
DOI: 10.5281/zenodo.7300009

Optimization of Patient Scheduling Based on AI Algorithm of the Radiotherapy Department of Liège University Hospital: Presentation of Selected Key Performance Indicators (KPIs) (HosmartAI - Horizon 2020 Funded)

Autori: Hatzikou M, Duflot, P, Latsou D., Jansen N, Chavez M
Pubblicato in: 2023
Editore: Elsevier BV
DOI: 10.1016/j.jval.2023.09.2283

Multimodal dialog management system for collecting patient values and experiences: The HosmartAI perspective

Autori: Izidor Mlakar; Matej Rojc; Bojan Musil
Pubblicato in: INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING ICCMSE 2022, 2024
Editore: AIP
DOI: 10.1063/5.0193112

HL7 FHIR healthcare digital system for patient data incorporation & visualization

Autori: Valentino Šafran; Umut Arioz; Izidor Mlakar
Pubblicato in: INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING ICCMSE 2022, 2024
Editore: AIP
DOI: 10.1063/5.0194454

Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations

Autori: Arriel Benis, Julien Grosjean, Kévin Billey, Gustavo Montanha, Verena Dornauer, Mihaela Crișan-Vida, Werner O Hackl, Lăcrămioara Stoicu-Tivadar, Stéfan J. Darmoni
Pubblicato in: International Journal of Medical Informatics, Numero Volume 167, November 2022, 2022, ISSN 1386-5056
Editore: Elsevier BV
DOI: 10.1016/j.ijmedinf.2022.104860

Anonymization and Pseudonymization of FHIR Resources for Secondary Use of Healthcare Data

Autori: Emanuele Raso; Pierpaolo Loreti; Michele Ravaziol; Lorenzo Bracciale
Pubblicato in: IEEE, 2024, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.

The European Health Data Space: An expanded right to data portability?

Autori: Wenkai Li, Paul Quinn
Pubblicato in: Computer Law & Security Review, 2024, ISSN 0267-3649
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.clsr.2023.105913

Combining evolution and protein language models for cancer driver mutation prediction with D2Deep

Autori: Tzavella, K., Diaz, A., Olsen, C., Vranken, W.
Pubblicato in: biorxiv (under review in Genome Biology), 2023, ISSN 2692-8205
Editore: BIORXIV
DOI: 10.1101/2023.11.17.567550

A randomized controlled trial for evaluating the impact of integrating a computerized clinical decision support system and a socially assistive humanoid robot into grand rounds during pre/post-operative care

Autori: Izidor Mlakar; Urška Smrke; Vojko Flis; Andrej Bergauer; Nina Kobilica; Tadej Kampič; Samo Horvat; Damjan Vidovič; Bojan Musil; Nejc Plohl
Pubblicato in: DIGITAL HEALTH, Numero 9/25/2022, 2022, ISSN 2055-2076
Editore: SAGE Journals
DOI: 10.1177/20552076221129068

Scoping Review on the Multimodal Classification of Depression and Experimental Study on Existing Multimodal Models

Autori: Arioz, U.; Smrke, U.; Plohl, N.; Mlakar, I.
Pubblicato in: Diagnostics, Numero 11/3/2022, 2022, ISSN 2075-4418
Editore: MDPI
DOI: 10.3390/diagnostics12112683

Intracerebral administration of CTLA-4 and PD-1 immune checkpoint blocking monoclonal antibodies in patients with recurrent glioblastoma: a phase I clinical trial.

Autori: Duerinck J, Schwarze JK, Awada G, Tijtgat J, Vaeyens F, Bertels C, Geens W, Klein S, Seynaeve L, Cras L, D'Haene N, Michotte A, Caljon B, Salmon I, Bruneau M, Kockx M, Van Dooren S, Vanbinst AM, Everaert H, Forsyth R, Neyns B.J
Pubblicato in: J Immunother Cancer, 2021, ISSN 2051-1426
Editore: J Immunother Cancer
DOI: 10.1136/jitc-2020-002296

Digital Health Multilingual Ontology to Index Teaching Resources

Autori: Darmoni, Stéfan J.; Benis, Arriel; Lejeune, Émeline; Disson, Flavien; Dahamna, Badisse; Weber, Patrick; Staccini, Pascal; Grosjean, Julien
Pubblicato in: EISSN: 1879-8365, Numero 1, 2022, ISSN 1879-8365
Editore: Studies in Health Technology and Informatics
DOI: 10.3233/shti220900

Study protocol: a survey exploring patients’ and healthcare professionals’ expectations, attitudes and ethical acceptability regarding the integration of socially assistive humanoid robots in nursing

Autori: Izidor Mlakar; Tadej Kampič; Vojko Flis; Nina Kobilica; Maja Molan; Urška Smrke; Nejc Plohl; Andrej Bergauer
Pubblicato in: BMJ Open, Numero Volume 12, Numero 4, 2022, ISSN 2044-6055
Editore: BMJ Publishing Group
DOI: 10.1136/bmjopen-2021-054310

Clinical validation of an artificial intelligence-based tool for automatic estimation of left ventricular ejection fraction and strain in echocardiography: Protocol for a two-phase prospective cohort study

Autori: Stelios Hadjidimitriou; Efstathios Pagourelias; Georgios Apostolidis; Ioannis Dimaridis; Vasileios Charisis; Constantinos Bakogiannis; Leontios J. Hadjileontiadis; Vassilios P. Vassilikos
Pubblicato in: JMIR Research Protocols, Numero Vol 12 (2023), 2023, ISSN 1929-0748
Editore: JMIR Research Protocols
DOI: 10.2196/44650

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