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Research on Constructing a Clinical Prediction Model for Postoperative Sore Throat Based on Machine Learning

Research on Constructing a Clinical Prediction Model for Postoperative Sore Throat Based on Machine Learning

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500115096
Enrollment
Unknown
Registered
2025-12-22
Start date
2026-01-04
Completion date
Unknown
Last updated
2026-03-30

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

Conditions

postoperative sore throats

Interventions

POST positive group and POST negative group:None

Sponsors

Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Over 18 years old; 2.Surgical participants who received general anesthesia and established artificial airways at Liaoning Cancer Hospital; 3.classification of ASA I-II; 4.The research participants themselves agree to participate in this study and are willing to provide relevant data and postoperative follow-up.

Exclusion criteria

Exclusion criteria: 1.Regional anesthesia (local anesthesia, epidural anesthesia, spinal anesthesia, brachial plexus block) can complete the operation for the participants; 2.Pregnant participants; 3.Severe intraoperative or postoperative complications (cardiac arrest, severe arrhythmia, myocardial infarction, severe asthma, pulmonary embolism) occur during the perioperative period; 4.Participants who were admitted to the ICU for continued treatment after the operation; 5.A history of previous thoracic surgery, pharyngeal surgery or changes in the anatomical structure of the pharynx; 6.Participants with difficult airways (Definition of difficult airways: 1. Marschner grade III or IV, with mouth opening less than two transverse fingers). Severe cervical spondylosis, restricted backward tilt of the head, or two or more failed intubations during the intubation process by the anesthesiologist. If any one of the above conditions is met in the medical record, it can be regarded as a case of difficult airway; 7.History of asthma; 8.The data related to the quality control of medical records is missing; 9.Participants with tracheotomy; 10.Participants who had upper respiratory tract infections before the operation and had a body temperature above 37?.

Design outcomes

Primary

MeasureTime frame
Postoperative Sore Throat(POST);

Secondary

MeasureTime frame
Demographic data;Information related to the surgical anesthesia record sheet;

Countries

China

Contacts

Public ContactYi Jin

Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University

jyi2015@163.com+86 24 3191 6200

Outcome results

None listed

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