for-hospitals
- AI in healthcare
Is your hospital ready for AI? A readiness checklist for Indian hospitals
What AI readiness means for an Indian hospital: digital records, data quality, coding, security, governance and people. A checklist, and where to start.
- Clinical data
Clinical data quality: why AI in healthcare starts with clean records
Incomplete, inconsistent or wrongly coded records make AI unreliable. How to measure clinical data quality, where it goes wrong, and how to fix it at source.
- Health data standards
Health data standards in India: ICD-10, LOINC, FHIR, ABDM and OMOP explained
Which health data standard does what: ICD-10 for diagnoses, LOINC for tests, FHIR and ABDM for exchange, and OMOP for research across many sites.
- AI governance
ICMR's guidelines for AI in healthcare, explained for hospitals
The ten principles in ICMR's 2023 ethical guidelines for AI in healthcare, what they ask of hospitals and ethics committees, and a checklist to act on them.