Prediction of time to get out of bed of patients after spinal surgery based on random forest

Prediction and application of time to get out of bed of patients after spinal surgery based on random forest

Status

Recruiting

Phases

Early Phase 1

Study type

Interventional

Source

ChiCTR

Registry ID

ChiCTR2200061328

Enrollment

Unknown

Registered

2022-06-21

Start date

2022-06-07

Completion date

Unknown

Last updated

2023-04-03

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

Conditions

spinal surgery

Interventions

Intervention group :According to the prediction model to predict the time to get out of bed to help patients early postoperative activities

control group:usual care

Eligibility

Sex/Gender

All

Age

18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1. Age >= 18 years; 2. First spinal surgery; 3. Normal communication skills; 4. Willing to participate in this survey; 5. Signed informed consent.

Exclusion criteria

Exclusion criteria: Patients with primary or metastatic tumors of the spine, heart and lung diseases and other organ diseases or malignant tumors, with serious postoperative complications, contraindications for getting out of bed, accompanied by mental disorders and unable to cooperate.

Design outcomes

Primary

Measure	Time frame
Early out of bed activity questionnaire;	—

Secondary

Measure	Time frame
Early postoperative fatigue;Visual Analogue Scale;	—

Countries

China

Contacts

Public ContactMengwen Wu

445981138@qq.com+86 571 15868841660

Outcome results

None listed

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