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Construction and Clinical Validation of a Personalized Multimodal Pain Management Recommendation Model Based on Offline Reinforcement Learning

Construction and Clinical Validation of a Personalized Multimodal Pain Management Recommendation Model Based on Offline Reinforcement Learning

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2500109816
Enrollment
Unknown
Registered
2025-09-25
Start date
2025-10-01
Completion date
Unknown
Last updated
2025-09-29

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

Conditions

None

Interventions

Regular Group:None
Model-assisted Management Group:Model-assisted postoperative analgesia decision-making
Observation group:None

Sponsors

The Third Affiliated Hospital Sun Yat-sen University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Patients over the age of 18; 2.Patients requiring postoperative analgesia;

Exclusion criteria

Exclusion criteria: 1.Refuse to sign the informed consent form;

Design outcomes

Primary

MeasureTime frame
NRS;—

Secondary

MeasureTime frame
Remedial analgesia rate;Patient satisfaction;—

Countries

China

Contacts

Public ContactChaojin Chen

The Third Affiliated Hospital Sun Yat-sen University

chenchj28@mail.sysu.edu.cn+86 134 3032 2182

Outcome results

None listed

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