Digital Early Warning System for Acute Lung Injury in Liver Surgery
NCT07070362 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 4000
Last updated 2025-07-17
Summary
This study focuses on developing an explainable machine learning model based on cardiopulmonary interaction characteristics to achieve early prediction of acute lung injury (ALI) in patients undergoing major liver surgery. The research will establish a digital early-warning system for ALI to provide support for clinical diagnosis and treatment decisions, thereby reducing the incidence and fatality rate of ALI.
Conditions
- Acute Lung Injury(ALI)
- Liver Cirrhosis
- ARDS, Human
- MASLD
- MASLD/MASH (Metabolic Dysfunction-Associated Steatotic Liver Disease / Metabolic Dysfunction-Associated Steatohepatitis)
- NAFLD (Nonalcoholic Fatty Liver Disease)
- Liver Cancer, Adult
Interventions
- OTHER
-
None-placebo
This observational cohort study is non-interventional. Perioperative treatment plans are made based on model - suggested results and anesthesiologists' thought processes, without adding new medicines for patients.
Sponsors & Collaborators
-
Beijing Tsinghua Chang Gung Hospital
lead OTHER
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2024-11-01
- Primary Completion
- 2027-06-01
- Completion
- 2027-11-30
Countries
- China
Study Locations
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