Sources & References

Curated catalog of normative standards, regulatory guidance, vendor documentation, and research used in HealthOS ICU.

Closed Truth-Distillation Cycle: A Methodology for Knowledge-Driven Clinical Decision Support
ResearchType for medical sciencefor research organisationsFor
Foundational methodology paper describing the closed cycle of knowledge creation, validation, and compilation for deterministic clinical decision support.
HealthOS: A Proposed Open Healthcare Operating System
ResearchType for research organisationsfor OEM partnersFor
Contextual reference establishing the concept of a composable healthcare OS; informs the vendor-neutral edge-layer architecture of this platform.
Design Considerations and Pre-Market Submission Recommendations for Interoperable Medical Devices
GuidanceType for OEM partnersfor clinical institutionsfor research organisationsFor USJurisdiction
FDA guidance on designing interoperable medical devices; informs interface specification, V&V intent and labeling discipline.
✓ Implemented
Used as design basis for interface specification, V&V intent and labeling discipline.
✗ Out of scope
No FDA submission filed for HealthOS ICU v0 (pilot program); US market authorisation not in scope.
Clinical Decision Support Software — FDA Guidance
GuidanceType for OEM partnersfor clinical institutionsfor research organisationsfor medical scienceFor USJurisdiction
Defines when CDS software is subject to FDA oversight. Critical for positioning the product as non-device CDS under the 21st Century Cures Act.
✓ Implemented
Independent review of basis is supported: each recommendation traces to the term registry / term trace inside the active decision bundle.
✗ Out of scope
Predicate device claim, 510(k) submission and US market authorisation not part of HealthOS ICU v0 (pilot program).
Software as a Medical Device (SaMD): Application of Quality Management System
GuidanceType for clinical institutionsfor OEM partnersFor InternationalJurisdiction
IMDRF framework for QMS applied to SaMD; used to align internal QMS readiness vocabulary.
✓ Implemented
Used to align internal QMS readiness vocabulary; no formal IMDRF self-assessment published.
✗ Out of scope
No formal IMDRF self-assessment published for HealthOS ICU v0 (pilot program).
Software as a Medical Device (SaMD): Key Definitions
GuidanceType for OEM partnersfor clinical institutionsfor medical scienceFor InternationalJurisdiction
Defines SaMD categories including 'software in a medical device'. Used to justify that the platform is not standalone SaMD.
✓ Implemented
Cited to justify product positioning as software in a medical device / accessory / active control system, not standalone SaMD.
✗ Out of scope
This is a definitional and positioning reference only.
HL7 Version 2 / MLLP
StandardType for OEM partnersfor clinical institutionsFor InternationalJurisdiction
HL7 v2 over MLLP is the predominant bedside-device messaging protocol. The platform ingests inbound HL7 v2 push at the edge.
✓ Implemented
Inbound HL7 v2 / MLLP push is consumed by the device protocol gateway and routed into the stateful rule-based analyzer in the control / telemetry plane.
✗ Out of scope
No outbound HL7 v2 publication back to HIS; no HL7 v2 ORU result push from product side.
HL7 FHIR R4
StandardType for OEM partnersfor clinical institutionsfor research organisationsFor InternationalJurisdiction
FHIR R4 resources are emitted by the clinical-data facade as a downstream projection of the canonical event log.
✓ Implemented
Observation, Device, DeviceMetric, GuidanceResponse, Provenance, AuditEvent emitted via the clinical-data facade as downstream projection of the canonical event log.
✗ Out of scope
Clinical facade is not the source of truth; FHIR Subscriptions push, Bulk Data, SMART on FHIR auth not implemented.
IHE Patient Care Device (PCD) Technical Framework
StandardType for OEM partnersfor clinical institutionsFor InternationalJurisdiction
IHE PCD profiles (DEC, PCD-01, ACM) define structured device data communication. The platform reserves an architectural slot for a PCD adapter.
✓ Implemented
Architectural slot for an IHE DEV / PCD adapter (PCD-01 / DEC / ACM) in the reference architecture; four-level vendor adapter model accommodates PCD profile mapping.
✗ Out of scope
Concrete profile actor implementations and IHE Integration Statement are roadmap items.
IHE SDPi — Service-oriented Device Point-of-care Interoperability
StandardType for OEM partnersFor InternationalJurisdiction
IHE SDPi profiles extend ISO/IEEE 11073 SDC for bedside service-oriented interoperability. Informs the vendor adapter layer design.
✓ Implemented
SDPi-compliant adapter is planned as a roadmap item alongside ISO/IEEE 11073 SDC support.
✗ Out of scope
No SDPi actor shipped in HealthOS ICU v0 (pilot program).
ISO/IEEE 11073-10207 — SDC: Service-oriented Device Connectivity
StandardType for OEM partnersFor InternationalJurisdiction
Defines a service-oriented protocol for bedside medical device control (write-access). Planned as vendor adapter target for restricted-write pilot.
✓ Implemented
Read path (bidirectional observation over SDC) is partially implemented: the reference architecture reserves an adapter slot and the vendor adapter model already supports ingesting telemetry from SDC-capable devices.
✗ Out of scope
Write path (governed restricted-write control over SDC) is not part of HealthOS ICU v0 (pilot program): native bedside control remains on the roadmap, gated by phased validation and a vendor-supplied access-and-control package.
SHACL — Shapes Constraint Language (W3C Recommendation)
StandardType for medical sciencefor research organisationsFor InternationalJurisdiction
Used as the constraint layer over the medical knowledge graph. Validation digest is part of every release receipt.
✓ Implemented
Constraint layer over the medical knowledge graph; the validation digest is part of every release receipt issued by the knowledge compiler.
✗ Out of scope
Not used for inbound runtime data validation in the bedside path (handled by deterministic decoders).
PROV-O — The PROV Ontology (W3C Recommendation)
StandardType for medical sciencefor research organisationsFor InternationalJurisdiction
Provenance graph emitted as FHIR Provenance plus internal release receipt with cryptographically chained digests.
✓ Implemented
Provenance graph emitted as FHIR Provenance plus an internal release receipt with cryptographically chained digests for graph, validation, projection, mapping spec and bundle.
✗ Out of scope
Direct PROV-O JSON-LD export endpoint not part of HealthOS ICU v0 (pilot program) surface.
DICOM Standard
StandardType for OEM partnersfor clinical institutionsfor research organisationsFor InternationalJurisdiction
DICOMweb (WADO-RS/QIDO-RS) used in auxiliary plane for retrospective episode visualization. DICOM is not used for command transport.
✓ Implemented
DICOMweb (WADO-RS / QIDO-RS) used only in auxiliary plane for retrospective episode visualization, augmented by results and audit data.
✗ Out of scope
DICOM is not used as bedside command transport, not as stream-mode ingress, not to carry command intents.
ISO 13485:2016 — Medical devices — Quality management systems
StandardType for OEM partnersfor clinical institutionsFor InternationalJurisdiction
Quality management system standard for medical device lifecycle. Informs design controls and change-controlled gates.
✓ Implemented
Design controls and change-controlled gates for validation, audit and security live in active-draft governance artifacts.
✗ Out of scope
No notified-body certificate issued; QMS certification is a separate productisation track.
ISO 14971:2019 — Medical devices — Risk management
StandardType for OEM partnersfor clinical institutionsFor InternationalJurisdiction
Risk management framework for medical devices. Risk management process outlined in supporting research; formal RMF is not part of HealthOS ICU v0 (pilot program).
✓ Implemented
Risk management framework outlined in supporting research; formal hazard analysis integration into product RMF is not part of HealthOS ICU v0 (pilot program).
✗ Out of scope
No formal hazard analysis dossier published yet.
IEC 62304:2006+AMD1:2015 — Medical device software — Software life cycle processes
StandardType for OEM partnersfor clinical institutionsFor InternationalJurisdiction
Software lifecycle standard for medical devices. Lifecycle structure and change control implemented through governance artifacts.
✓ Implemented
Software lifecycle structure (design / spec / runbook gates), change control through the compiled bundle and release receipt, anomaly handling via the audit event log.
✗ Out of scope
SOUP register, formal classification (Class B / C) and full IEC 62304 dossier are not part of HealthOS ICU v0 (pilot program).
IEC 82304-1 — Health software — Part 1: General requirements for product safety
StandardType for OEM partnersfor clinical institutionsFor InternationalJurisdiction
Health software product safety standard. Referenced as part of the product safety framework.
✓ Implemented
Referenced for general health software safety framing; formal assessment is planned alongside the IEC 62304 dossier, not part of HealthOS ICU v0 (pilot program).
✗ Out of scope
No formal IEC 82304-1 dossier or certification for HealthOS ICU v0 (pilot program).
MDCG 2019-11 — Guidance on Qualification and Classification of Software in Regulation (EU) 2017/745
GuidanceType for OEM partnersfor clinical institutionsFor EUJurisdiction
EU MDR guidance on when software qualifies as a medical device. Used as classification basis for positioning as accessory / regulated MDSW.
✓ Implemented
Used as classification basis for product positioning as accessory / regulated MDSW, not standalone SaMD.
✗ Out of scope
This is a positioning reference, not a conformity statement. CE marking not part of HealthOS ICU v0 (pilot program).
SAHPRA — South African Health Products Regulatory Authority
RegulatorType for clinical institutionsfor OEM partnersFor South AfricaJurisdiction
South Africa first-market regulatory entry. Establishment licensing and clinical evaluation guideline as the entry path. Link points to SAHPGL-MD-04 v4, the classification guideline document, not the SAHPRA homepage.
✓ Implemented
South Africa is the first-market regulatory entry target; establishment licensing and clinical evaluation path under active planning.
✗ Out of scope
No SAHPRA registration filed for HealthOS ICU v0 (pilot program).
BoMRA — Botswana Medicines Regulatory Authority
RegulatorType for clinical institutionsfor OEM partnersFor BotswanaJurisdiction
Regulatory body for Botswana; secondary market target in Sub-Saharan Africa.
✓ Implemented
Botswana is a secondary market target following South Africa entry.
✗ Out of scope
No BoMRA submission planned for HealthOS ICU v0 (pilot program).
ANVISA RDC 657/2022 — Brazil Medical Device Regulation
RegulatorType for clinical institutionsfor OEM partnersFor BrazilJurisdiction
Brazilian medical device regulatory framework. Cited as fast-follow market option.
✓ Implemented
Cited as a fast-follow market option (Brazil); RDC 657/2022 framework reviewed for compatibility.
✗ Out of scope
No ANVISA submission planned for HealthOS ICU v0 (pilot program).
NPRA — National Pharmaceutical Regulatory Agency (Malaysia)
RegulatorType for clinical institutionsfor OEM partnersFor MalaysiaJurisdiction
Malaysia regulatory entry, third market in the go-to-market sequence after South Africa and Botswana.
✓ Implemented
Malaysia is a planned market target following South Africa and Botswana entry.
✗ Out of scope
No NPRA registration filed for HealthOS ICU v0 (pilot program).
PPB — Guideline on Regulation of Medical Device Software in Kenya (MDSW)
RegulatorType for clinical institutionsfor OEM partnersFor KenyaJurisdiction
Kenya Pharmacy and Poisons Board guideline on medical device software (SaMD/SiMD) regulation, including AI-device guidance. Direct guideline document, not the ppb.go.ke portal homepage.
✓ Implemented
Kenya is a planned market target, fourth in the go-to-market sequence.
✗ Out of scope
No PPB submission filed for HealthOS ICU v0 (pilot program).
CDSCO — Central Drugs Standard Control Organisation (India)
RegulatorType for clinical institutionsfor OEM partnersFor IndiaJurisdiction
India regulatory entry, next market after Malaysia and Kenya in the go-to-market sequence.
✓ Implemented
India is a planned market target following Malaysia and Kenya entry.
✗ Out of scope
No CDSCO submission filed for HealthOS ICU v0 (pilot program).
Regulation (EU) 2024/1689 — Artificial Intelligence Act
RegulatorType for OEM partnersfor clinical institutionsFor EUJurisdiction
EU framework regulation for artificial intelligence; referenced as a description of the framework, not a conformity qualification under Article 3(1) — see /regulatory/.
✓ Implemented
Per-command event log, human confirmation, and technical documentation drawn from release receipts — the evidence a high-risk system would need under the regulation — are produced as a by-product of normal operation.
✗ Out of scope
No conformity statement is made under the regulation; qualification of the recommendation computation path under Article 3(1) is a regulatory assessment specific to each jurisdiction.
Regulation (EU) 2016/679 — General Data Protection Regulation
RegulatorType for OEM partnersfor clinical institutionsFor EUJurisdiction
EU data-protection regulation; referenced to frame data-handling architecture for future EU deployments. A badge is not a certificate — see /conformance/.
✓ Implemented
Cited to frame the data-protection architecture (audit event log, Provenance, export de-identification) for future EU deployments; no formal GDPR compliance audit conducted.
✗ Out of scope
No Data Protection Impact Assessment or GDPR certification issued for HealthOS ICU v0 (pilot program).
HIPAA — Health Insurance Portability and Accountability Act (US)
RegulatorType for OEM partnersfor clinical institutionsFor USJurisdiction
US health-data privacy and security statute; referenced to frame the same architectural properties as GDPR for a future US-market path. A badge is not a certificate — see /conformance/.
✓ Implemented
Cited to frame US health-data handling considerations for a future US-market path; the same architectural properties as GDPR (audit event log, Provenance, export de-identification) apply. No covered-entity or business-associate determination made.
✗ Out of scope
No HIPAA compliance assessment, Business Associate Agreement, or Security Rule audit conducted for HealthOS ICU v0 (pilot program).
Philips bedside monitoring and ICU integration documentation; informs vendor interoperability matrix and write-scope claims.
✓ Implemented
Used as basis for the vendor interoperability matrix; per-vendor write-scope claims pinned to vendor public statements only.
✗ Out of scope
Site does not assert any private capability beyond what Philips publishes; per-site validation packs are separate productisation work.
Dräger critical care device public documentation; informs vendor interoperability matrix for anaesthesia and ventilation.
✓ Implemented
Used as basis for the vendor interoperability matrix; per-vendor claims pinned to Dräger public documentation only.
✗ Out of scope
Site does not assert private capability beyond what Dräger publishes.
GE Healthcare Aisys CS2 / CARESCAPE — Public Documentation
Vendor documentationType for OEM partnersFor
GE Healthcare critical care device documentation; informs vendor interoperability matrix for anaesthesia workstations.
✓ Implemented
Used as basis for the vendor interoperability matrix; per-vendor claims pinned to GE Healthcare public documentation only.
✗ Out of scope
Site does not assert private capability beyond what GE Healthcare publishes.
WHO — Emergency, Critical and Operative Care
ResearchType for clinical institutionsfor medical scienceFor InternationalJurisdiction
WHO guidance on emergency and critical care systems; contextual basis for geographic market prioritisation and unmet clinical need framing.
South Africa first deployment target — 18-month clinical evaluation window
ResearchType for clinical institutionsfor OEM partnersFor South AfricaJurisdiction
Internal planning target ("first deployment within a clinical evaluation window of 18 months", whitepapers/regulatory.md), not a measured outcome — no deployment has occurred yet. Recorded so the number has a provenance record rather than floating unattributed on the page (icu-landing-impl.plan.md §3.9).
World Bank Open Data — Health Infrastructure
ResearchType for clinical institutionsfor research organisationsFor InternationalJurisdiction
Data source for quantifying unmet need in target markets (Sub-Saharan Africa, South/Southeast Asia).
Rospatent decision to grant — machine-readable representation of medical knowledge
RegulatorType for research organisationsfor medical scienceFor RUJurisdiction
Application No. 2025138295/28 (086558), filed 2025-12-25; decision to grant issued 2026-05-26; granted patent No. 2865309. Deep link to the individual case file in the FIPS open register was not available at the time this record was written — url points to the registry portal, not the specific case.
Rospatent decision to grant — semantically correct automatic ECG interpretation
RegulatorType for research organisationsfor medical sciencefor clinical institutionsFor RUJurisdiction
Application No. 2025138300/14 (086567), filed 2026-03-12; decision to grant issued 2026-08-03; granted patent number not yet published at time of writing. Deep link to the individual case file in the FIPS open register was not available at the time this record was written — url points to the registry portal, not the specific case.
Executable knowledge through the OR/ICU supervisor ecosystem
ManuscriptType Medical informaticsArea for medical sciencefor research organisationsfor clinical institutionsFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Closed-loop governance of formalizable knowledge
ManuscriptType Medical informaticsArea for medical sciencefor research organisationsfor clinical institutionsFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
'Instant health assessment in acute care: medical meaning and biological basis'
ManuscriptType Acute careArea for clinical institutionsfor medical scienceFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
'Instant health assessment through an ECG example: interpreting mixed named terms and ECG oscillograms'
ManuscriptType CardiologyArea for clinical institutionsfor medical sciencefor research organisationsFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Formal knowledge representation as the input and internal languages of the knowledge compiler
ManuscriptType Compiler engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
End-to-end codified-term traceability for debugging and auditing compiler and executable modules
ManuscriptType Compiler engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Authorization and diagnostic contour as universal infrastructure for executable-knowledge development and governance
ManuscriptType Compiler engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Implementing executable knowledge as compute core and safety kernel
ManuscriptType Software systems engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Implementing a stream analyzer for mixed named features and oscillograms
ManuscriptType Software systems engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Stateless rule-based analyzer for mixed named features and oscillograms
ManuscriptType Software systems engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Automatic closed-loop release of trusted executable analyzer modules from a trusted knowledge snapshot
ManuscriptType Software systems engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Continuous chain of trust in the automatic closed-loop release of executable analyzer modules
ManuscriptType Software systems engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.
Energy cost of compiled rule-based and language-model analyzer variants for instant health assessment
ManuscriptType Software systems engineeringArea for research organisationsfor OEM partnersFor
Scientific manuscript in the IHA article series, published as a HealthOS ICU source for reviewer-facing reading.