An AI-based microsimulation for predicting health outcomes among people experiencing homelessness
The proposed ML-based microsimulation generates realistic PEH profiles and projects intervention outcomes, providing a flexible, evidence-driven tool to optimise cancer-prevention strategies for PEH supporting evidence-based decision-making and optimise resource allocation, enhancing intervention outcomes by predicting the intervention before implementation.
Authors
- Tamara Alhambra Borrás
- Jaime Barrio-Cortés (ORCID: https://orcid.org/0000-0002-2582-0203)
- Ioanna Tabaki (ORCID: https://orcid.org/0000-0001-6745-139X)
- Juan M. García‐Gómez (ORCID: https://orcid.org/0000-0002-3851-1557)
- Katerina Belogianni (ORCID: https://orcid.org/0000-0002-3634-7861)
- Julia Gawronska (ORCID: https://orcid.org/0009-0008-1766-9719)
- Igor Grabovac (ORCID: https://orcid.org/0000-0001-9605-1467)
- Μαρία Μουδάτσου (ORCID: https://orcid.org/0000-0001-6567-344X)
- Lee Smith (ORCID: https://orcid.org/0000-0002-5340-9833)
- Tobias Schiffler (ORCID: https://orcid.org/0000-0003-1373-5279)
- Alejandro Gil-Salmerón (ORCID: https://orcid.org/0000-0003-3172-8486)
- Ascensión Doñate-Martínez (ORCID: https://orcid.org/0000-0003-2742-0219)
- Vicent Blanes-Selva (ORCID: https://orcid.org/0000-0002-0056-0329)
- Rosa Gómez Trenado
- Miguel Rico Varadé
- Antonio Blasco-Calafat (ORCID: https://orcid.org/0009-0002-4959-2900)
- Pania Karnaki (ORCID: https://orcid.org/0000-0002-7286-1331)
Institutions
- Valencian International University (ES)
- Camilo José Cela University (ES)
- Athens Medical Center (GR)
- Bioef - Fundación Vasca de Innovación e Investigación Sanitarias (ES)
- International Foundation for Integrated Care (GB)
- Prolepsis Institute (GR)
- Anglia Ruskin University (GB)
- Universitat Politècnica de València (ES)
- Medical University of Vienna (AT)
Publication Details
- Journal
- Computer Methods and Programs in Biomedicine
- Published
- 2025-10-09
- DOI
- https://doi.org/10.1016/j.cmpb.2025.109112
- Citations
- 1
- Primary Topic
- demographic modeling and climate adaptation
- Type
- article
- Field-Weighted Citation Impact
- 2.11