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MedLog can be implemented in low- and lower-middle-income settings without requiring full EHR infrastructure or continuous connectivity.

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Minimal implementation

A minimal implementation can record only a small set of fields, such as Header, Model instance, and Outputs, and add further fields as local capacity grows.

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Intermittent connectivity

When network access is intermittent, local write-behind caching can store records on device and synchronize them once connectivity returns.

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Without an EHR

Where EHR systems are unavailable, MedLog records can instead link to encounter-level metadata such as time, location, and department, with optional FHIR integration when available.

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Open-source platforms

MedLog can also connect to platforms such as OpenMRS and DHIS2.