Various types of fractures
Conditions
Interventions
Human-AI Comparison Groups:NA
Sponsors
Ruijin Hospital, Shanghai Jiao Tong University School of Medicine
Eligibility
Sex/Gender
All
Age
18 Years to 120 Years
Inclusion criteria
Inclusion criteria: 1. Age >=18 years. 2. Admitted to the Orthopedics Department at Ruijin Hospital (and/or collaborating centers) for >=24 hours. 3. Possess complete records including an Admission Note, at least one Operative Record or Perioperative Management Record, and a Discharge Summary. 4. Electronic Health Record (EHR) text documents are in Chinese or a mixture of Chinese and English, suitable for text processing. 5. The EHR records contain key information related to the 11 core tasks (such as diagnosis, surgical plan, medical orders, rehabilitation suggestions, consultation opinions, etc.).
Exclusion criteria
Exclusion criteria: 1. Non-orthopedic hospitalization (e.g., patient received orthopedic consultation but was hospitalized in another department). 2. Non-formal hospitalizations, such as emergency observation or day surgery. 3. Severe absence or unclear status of critical documentation (making it impossible to determine the primary diagnosis or type of surgery). 4. Cases involving special privacy issues or legal disputes deemed unsuitable for analysis following ethical review. 5. Text that cannot be parsed due to technical reasons.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Task-level Diagnostic and Decision Accuracy;Task Correctness/Agreement Rate; | — |
Secondary
| Measure | Time frame |
|---|---|
| Model Generalization and Stability; | — |
Countries
China
Contacts
Public ContactLei Wang
Ruijin Hospital, Shanghai Jiao Tong University School of Medicine
Outcome results
None listed