> For the complete documentation index, see [llms.txt](https://guides.ohie.org/duc/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others.md).

# Learn from Others

"It would be helpful to have a catalog of tooling by country and work in progress."

Below are case studies shared with the Communities. The information is captured based upon the information that was understood at the time of capture. The intent is to help provide an idea of what is going on and learn from each other. We welcome additional case studies and input. Please notify the Secretariat in [the virtual forum](https://forum.datausecommunity.org/c/patient-id-mgmt/26) if you are willing to contribute. 

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td></td><td><strong>Creating Client Registry in Haiti</strong></td><td>OHIE, 2021</td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/reaching-health-standards-and-creating-client-registry-in-haiti-2021.md">Reaching Health Standards and Creating Client Registry in Haiti (2021)</a></td></tr><tr><td><strong>Biometrics for Patient Identity, Simprints</strong></td><td>DUC, 2022</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/introduction-to-biometrics-for-patient-identity-presented-by-simprints-2022.md">Introduction to Biometrics for Patient Identity, Presented by Simprints (2022)</a></td></tr><tr><td><strong>Utilizing Biometrics for Unique Patient Identification (UPID) in Côte d’Ivoire</strong></td><td>DUC, 2022</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/utilizing-biometrics-for-unique-patient-identification-upid-in-cote-divoire-2022.md">Utilizing Biometrics for Unique Patient Identification (UPID) in Côte d’Ivoire (2022)</a></td></tr><tr><td><strong>Establishing a Unique Patient Identification (UPI) Framework in Kenya</strong></td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/establishing-a-unique-patient-identification-upi-framework-in-kenya-2023.md">Establishing a Unique Patient Identification (UPI) Framework in Kenya (2023)</a></td></tr><tr><td><strong>Malawi Master Patient Index</strong> </td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/malawi-master-patient-index-2023.md">Malawi Master Patient Index (2023)</a></td></tr><tr><td><strong>Piloting a Patient Identity Management System (PIMS) in Haiti</strong></td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/piloting-a-patient-identity-management-system-pims-in-haiti-2023.md">Piloting a Patient Identity Management System (PIMS) in Haiti (2023)</a></td></tr><tr><td><strong>Leveraging Biometrics to Scale a Patient Identity Management System (PIMS) in Nigeria</strong></td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/leveraging-biometrics-to-scale-a-patient-identity-management-system-pims-in-nigeria-2023.md">Leveraging Biometrics to Scale a Patient Identity Management System (PIMS) in Nigeria (2023)</a></td></tr><tr><td><strong>Strengthening Patient Identity Management (PIM) by Integrating a Client Registry in Rwanda</strong></td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/strengthening-patient-identity-management-pim-by-integrating-a-client-registry-in-rwanda-2023.md">Strengthening Patient Identity Management (PIM) by Integrating a Client Registry in Rwanda (2023)</a></td></tr><tr><td><strong>Leveraging Adaptive Machine Learning Algorithms for Patient Identification in Zimbabwe</strong></td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/leveraging-adaptive-machine-learning-algorithms-for-patient-identification-in-zimbabwe-2023.md">Leveraging Adaptive Machine Learning Algorithms for Patient Identification in Zimbabwe (2023)</a></td></tr><tr><td><strong>OpenHIE23 Meeting in Malawi. Patient Identity Management Collaborative Hackathon.</strong> </td><td>OHIE, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/openhie23-meeting-in-malawi.-patient-identity-management-collaborative-hackathon.-2023.md">OpenHIE23 Meeting in Malawi. Patient Identity Management Collaborative Hackathon. (2023)</a></td></tr><tr><td><strong>Patient Identity Management Initiatives in Ethiopia</strong></td><td>DUC, 2023</td><td></td><td><a href="/duc/patient-identity-management-toolkit/learn-from-others/patient-identity-management-initiatives-in-ethiopia-2023.md">Patient Identity Management Initiatives in Ethiopia (2023)</a></td></tr><tr><td><strong>Patient Identity Management in Botswana</strong></td><td>DUC, 2024</td><td></td><td><a href="https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/patient-identity-management-initiatives-in-botswana-2024">https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/patient-identity-management-initiatives-in-botswana-2024</a></td></tr></tbody></table>