Supporting Mental Health in Young People: Integrated Methodology for cLinical dEcisions and evidence-based interventions

Project Information

SMILE

Grant agreement ID: 101080923

DOI

10.3030/101080923

EC signature date 14 March 2023

Start date 1 May 2023

End date 31 October 2026

Funded under

• Health

Total cost

€ 6 018 376,26

EU contribution

€ 6 018 376,25

Coordinated by

FTK-FORSCHUNGSINSTITUT FUR TELEKOMMUNIKATION UND KOOPERATION EV
Germany

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 (7)

Use cases and technical specification

Deliverable on the use cases, scenarios, design, metrics and technical specification. INTRAS will lead together with NURO the writing of this deliverable.

UX documentation

The deliverable contains the UX documentation.

Barriers, requirements and stakeholders analysis

Barriers, requirements and stakeholders analysis report

Design and architecture of the platforms

Deliverable on the design and architecture of the platforms.

Communication, engagement, dissemination and exploitation plan
Open Science Plan and activities

This deliverable contains the Open Science Plan and related activities.

Definition of Serious Games for SAMF

The deliverable contains the definition of Serious Games for SAMF.

Websites, patent fillings, videos etc. (1)

Public Website

SMILE Public Website

Publications

Peer reviewed articles (7)

Measuring young individuals’ responses to climate change: validation of the Slovenian versions of the climate anxiety scale and the climate change worry scale

Author(s): Nejc Plohl, Izidor Mlakar, Bojan Musil, Urška Smrke
Published in: Frontiers in Psychology, Issue 14, 2023, ISSN 1664-1078
Publisher: Frontiers Media SA
DOI: 10.3389/fpsyg.2023.1297782

Frontiers in Psychology

Author(s): Urška Smrke; Ana Rehberger; Sara Močnik; Sara Močnik; Tanja Špes; Izidor Mlakar; Nejc Plohl; Nejc Plohl
Published in: Frontiers in Psychology, 2025, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3389/FPSYG.2025.1467174

A Scalable and Secured HL7 FHIR Healthcare Platform: Architecture, Load Testing, and Preliminary Findings

Author(s): Valentino Šafran, Umut Arioz, Rigon Sallauka, Izidor Mlakar
Published in: International Journal of Education and Information Technologies, Issue 19, 2025, ISSN 2074-1316
Publisher: North Atlantic University Union (NAUN)
DOI: 10.46300/9109.2025.19.13

Decoding anxiety: A scoping review of observable cues

Author(s): Urška Smrke, Izidor Mlakar, Ana Rehberger, Leon Žužek, Nejc Plohl
Published in: DIGITAL HEALTH, Issue 10, 2024, ISSN 2055-2076
Publisher: SAGE Publications
DOI: 10.1177/20552076241297006

Weakly-Supervised Multilingual Medical NER for Symptom Extraction for Low-Resource Languages

Author(s): Rigon Sallauka; Umut Arioz; Matej Rojc; Izidor Mlakar
Published in: Applied Sciences, Issue 15(10), 2025, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/APP15105585

Multimodal observable cues in mood, anxiety, and borderline personality disorders: a review of reviews to inform explainable AI in mental health

Author(s): Močnik, Grega; Rehberger, Ana; Žan, Smogavc; Mlakar, Izidor; Smrke, Urška; Močnik, Sara
Published in: Frontiers in Artificial Intelligence,, Issue 8, 2025, ISSN 2624-8212
Publisher: Frontiers
DOI: 10.3389/FRAI.2025.1696448

An End-to-End framework for extracting observable cues of depression from diary recordings

Author(s): Izidor Mlakar, Umut Arioz, Urška Smrke, Nejc Plohl, Valentino Šafran, Matej Rojc
Published in: Expert Systems with Applications, Issue 257, 2024, ISSN 0957-4174
Publisher: Elsevier BV
DOI: 10.1016/j.eswa.2024.125025