| Phase | Activities | Timeline | Owner | |-------|------------|----------|-------| | | Stakeholder interviews, literature review, regulatory check. | Jan 2024 – Mar 2024 | Valya & Irisa | | 2 – Data Acquisition | Extraction of EMR data (labs, imaging, comorbidities). | Apr 2024 – Sep 2024 | Laura | | 3 – Model Development | Logistic regression, random‑forest, XGBoost; cross‑validation. | Oct 2024 – Feb 2025 | Laura | | 4 – Clinical Validation | Prospective validation on 500 patients; ROC analysis. | Mar 2025 – Jun 2025 | Irisa | | 5 – System Integration | API development, UI mock‑ups, user‑acceptance testing. | Jul 2025 – Dec 2025 | Vanessa | | 6 – Pilot Roll‑out | Three sites, 3‑month observation, KPI tracking. | Jan 2026 – Mar 2026 | Vanessa | | 7 – Full‑Scale Deployment | Organization‑wide go‑live, post‑implementation review. | Apr 2026 onward | Valya |

How does this align with your vision for the feature? Are there any specific aspects you'd like to add, change, or focus on?

Prepared for the New 0604 PTHC Steering Committee.

When we look at a string like , we can actually deconstruct it to understand the creator's logic: