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| 1 | +--- |
| 2 | +title: "AI-based Clinical Decision Support System for Early Detection of iNPH" |
| 3 | +summary: "Fundación ASISA Research Award 2026 - Development of a clinical decision support system for the early detection of idiopathic normal pressure hydrocephalus (iNPH) using video analytics and artificial intelligence." |
| 4 | +authors: |
| 5 | + ["Unai Elordi", "Ignacio Arganda-carreras", "Elsa Fernandez Gómez", "David Campo Caballero"] |
| 6 | +tags: |
| 7 | + - AI |
| 8 | + - Healthcare |
| 9 | + - Computer Vision |
| 10 | + - Clinical Decision Support |
| 11 | + - Gait Analysis |
| 12 | +date: 2026-09-23 |
| 13 | +featured: true |
| 14 | +projects: |
| 15 | + - type: Funded project |
| 16 | + name: "Fundación ASISA Research Award" |
| 17 | + year: 2026 |
| 18 | + amount: "6,000 EUR" |
| 19 | + duration: "2026-2027" |
| 20 | + url: "https://www.asisa.es/noticias-salud/2026-09-21-primer-edicion-premios-fundacion-asisa" |
| 21 | +--- |
| 22 | + |
| 23 | +## Overview |
| 24 | + |
| 25 | +This project has been awarded by **Fundación ASISA** as part of their first call for research and social action support. The research focuses on developing an **AI-powered clinical decision support tool** that leverages **video analytics and computer vision techniques** to enable **early detection of idiopathic normal pressure hydrocephalus (iNPH)**. |
| 26 | + |
| 27 | +### Research Objectives |
| 28 | + |
| 29 | +- Develop computer vision algorithms for gait and mobility analysis in elderly patients |
| 30 | +- Create machine learning models for early detection of iNPH biomarkers |
| 31 | +- Build a clinical decision support system for neurology departments |
| 32 | +- Validate the system in clinical settings with real patient data |
| 33 | + |
| 34 | +### Technical Approach |
| 35 | + |
| 36 | +The project combines expertise in: |
| 37 | +- **Video-based human pose estimation** |
| 38 | +- **Gait analysis and movement pattern recognition** |
| 39 | +- **Deep learning for biomedical applications** |
| 40 | +- **Clinical workflow integration** |
| 41 | + |
| 42 | +## Funding Details |
| 43 | + |
| 44 | +| Field | Value | |
| 45 | +|-------|-------| |
| 46 | +| **Funding Agency** | Fundación ASISA | |
| 47 | +| **Award Type** | Research Grant | |
| 48 | +| **Amount** | 6,000 EUR | |
| 49 | +| **Duration** | 2026-2027 | |
| 50 | +| **Principal Investigator** | Unai Elordi | |
| 51 | +| **Researchers** | David Campo Caballero ( Facultad de Medicina y Enfermeria, Osakidetza), Elsa Fernandez Gómez, Ignacio Arganda-Carreras | |
| 52 | +| **Affiliation** | CVPD Research Group | |
| 53 | + |
| 54 | +## Related Research Lines |
| 55 | + |
| 56 | +This project aligns with the CVPD group's research in: |
| 57 | +- Computer vision and gait analysis |
| 58 | +- Machine learning and deep learning for healthcare |
| 59 | +- Video-based human pose estimation |
| 60 | +- Clinical decision support systems |
| 61 | +- Bioimage analysis and medical AI |
| 62 | + |
| 63 | +## Project Status |
| 64 | + |
| 65 | +**Status:** Active (Awarded September 2026) |
| 66 | + |
| 67 | +## More Information |
| 68 | + |
| 69 | +- [Fundación ASISA official announcement](https://www.asisa.es/noticias-salud/2026-09-21-primer-edicion-premios-fundacion-asisa) |
| 70 | +- [Europa Press coverage](https://www.europapress.es/epsocial/responsables/noticia-fundacion-asisa-entrega-primeras-ayudas-investigacion-proyectos-sociales-dotacion-total-60000-euros-20260918190653.html) |
| 71 | + |
| 72 | +--- |
| 73 | + |
| 74 | +*Part of the first edition of Fundación ASISA Research Awards, which granted 60,000 EUR across ten projects (five in health research and five in social initiatives).* |
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