Hub-intermediary-spoke triage model
Hub-intermediary-spoke triage model has been studied in 1 paper since 2026: 1 trial in people; 1 in the past year. The newest paper, Aug 10, 2026: “Decentralized community-based hub-intermediary-spoke model for rapid cardiac ultrasound triage for early heart failure detection: findings from the Heart2Miss initiative”.
1 paper studies it2 findingsUpdated
See all 1 papers on hub-intermediary-spoke triage model
At a glance
The findings reach people, from one lab or study. 1 lab in 1 country.
“11.1% (n = 109) had Stage B (pre-HF) and 1.0% (n = 10) Stage C HF (symptomatic HF).”
None of its findings points the other way.
- 1 lab in 1 country
- Funders: AstraZeneca and 2 more
- 2 of 2 findings with company ties
- Human trial1
What did studies of hub-intermediary-spoke triage model find?
2Studies of hub-intermediary-spoke triage model measured 2 outcomes: Tertiary diagnostic burden and detection of previously undiagnosed heart failure.
Tertiary diagnostic burden
downin humans1−90%
1 study
Tertiary diagnostic burden
downin humans1−90%
Hub-intermediary-spoke triage model is linked with lower tertiary diagnostic burden in humans (89.9%).
“reducing tertiary diagnostic burden by 89.9%.”
Humansn = 985
European heart journal. Digital health
Detection of previously undiagnosed heart failure
upin humans1
1 study
Detection of previously undiagnosed heart failure
upin humans1
Hub-intermediary-spoke triage model is linked with higher detection of previously undiagnosed heart failure in humans (AI-POCUS screening of adults with diabetes in primary care) (11.1% Stage B (pre-HF) and 1.0% Stage C HF).
“11.1% (n = 109) had Stage B (pre-HF) and 1.0% (n = 10) Stage C HF (symptomatic HF).”
HumansAI-POCUS screening of adults with diabetes in primary careseven monthsn = 985
European heart journal. Digital health