A randomized controlled study on intelligent optimization of ventilator parameters for critically ill patients based on a multimodal large model

Status

Active, not recruiting

Phases

Phase 1

Study type

Interventional

Source

ChiCTR

Registry ID

ChiCTR2500100228

Enrollment

Unknown

Registered

2025-04-07

Start date

2025-04-10

Completion date

Unknown

Last updated

2025-04-14

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

respiratory failure

Interventions

Intervention Group:Multimodal large model assists in optimizing parameters Traditional method optimizes parameters

Control group:none

Eligibility

Sex/Gender

All

Age

No minimum to 18 Years

Inclusion criteria

Inclusion criteria: ICU patients aged >=18 years; Require mechanical ventilation support due to acute respiratory failure or other reasons; Expected mechanical ventilation time >=48 hours (assessed by the attending physician); The patient or his legal representative signed the informed consent before enrollment.

Exclusion criteria

Exclusion criteria: Have clear contraindications to mechanical ventilation (such as severe pulmonary fibrosis, uncorrected pneumothorax, airway malformation); Currently participating in other clinical trials that may interfere with the optimization of ventilator parameters; Pregnant or lactating women; Expected survival time <48 hours (assessed by more than two doctors).

Design outcomes

Primary

Measure	Time frame
Offline success rate;	—

Secondary

Measure	Time frame
Ventilator-associated complications;	—

Countries

China

Contacts

Public ContactHuang Yumei

Anyang Maternal and Child Health Hospital

chinamengxiang@gmail.com+86 132 6688 8123

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026