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Development and Validation of a Prediction Model for Acute Mountain Sickness Based on Plain Cardiopulmonary Exercise Test

Development and Validation of a Prediction Model for Acute Mountain Sickness Based on Plain Cardiopulmonary Exercise Test

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2600122549
Enrollment
Unknown
Registered
2026-04-15
Start date
2026-04-15
Completion date
Unknown
Last updated
2026-04-20

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

Conditions

Acute Mountain Sickness

Interventions

Experimental group:Cardiopulmonary Exercise Test (CPET) Combined with High-Altitude Exposure in Hypobaric Hypoxia Chamber

Sponsors

Shanghai Yangzhi Rehabilitation Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 40 Years

Inclusion criteria

Inclusion criteria: 1. Subjects are healthy adults aged 18-40 years, 2. Permanent residents of plains (living at an altitude <1500 meters, not having entered areas above 2500 meters in the past 6 months), 3. No history of smoking or alcohol abuse, previously healthy, with no other major disease history (cardiovascular, cerebrovascular, respiratory systems), 4. No history of high-altitude illness (such as cerebral edema), 5. Currently not using medications that affect cardiovascular or pulmonary diseases.

Exclusion criteria

Exclusion criteria: 1.With a history of major diseases; 2.With a history of severe acute mountain sickness; 3.Unable or unwilling to cooperate with the study procedures;

Design outcomes

Primary

MeasureTime frame
Discriminative ability of the predictive model (test set AUC);

Secondary

MeasureTime frame
Sensitivity;specificity;accuracy;calibration curve (Brier score);feature importance ranking (GBDT built-in importance, SHAP values);

Countries

China

Contacts

Public ContactShang Yunlin

Shanghai Yangzhi Rehabilitation Hospital

shang1994427@foxmail.com+86 21 3773 0011

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Apr 23, 2026