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Artificial Intelligence Colorectal Postoperative Complications Prediction Model (CPCPM) Based on Preoperative Multidimensional Indicators: Towards Early Risk Warning and Perioperative Precision Intervention

Artificial Intelligence Colorectal Postoperative Complications Prediction Model (CPCPM) Based on Preoperative Multidimensional Indicators: Towards Early Risk Warning and Perioperative Precision Intervention

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600131385
Enrollment
Unknown
Registered
2026-09-01
Start date
2026-09-01
Completion date
Unknown
Last updated
2026-09-07

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

Conditions

Colonrectal Cancer

Interventions

Training set:None

Sponsors

Peking Union Medical College Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: (1)Age >= 18 years old; (2) Postoperative pathological confirmation of colon cancer or rectal cancer; (3) Underwent curativeintent resection for colorectal cancer; (4) Primary outcome was traceable; (5) Sufficient baseline clinical data, surgical records and postoperative outcome data available for model development or validation.

Exclusion criteria

Exclusion criteria: (1) Patients without a diagnosis of colon or rectal cancer; (2) Patients who did not receive curativeintent resection for colorectal cancer; (3) Age  18 years old; (4) Patients with unconfirmable primary outcome or substantial missing core clinical data that precluded model development or validation; (5) Records identified through data checking with obvious duplication, errors, or uncorrectable abnormal entries.

Design outcomes

Primary

MeasureTime frame
Occurrence of any postoperative complication within 30 days after colorectal cancer surgery;

Secondary

MeasureTime frame
Postoperative Complications Clavien-Dindo Classification;Surgery and hospitalization costs;Disease-free survival within a fixed 3-year time window;

Countries

China

Contacts

Public ContactXu Lai

Peking Union Medical College Hospital

xulaipumch@163.com+86 10 69152217

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Sep 19, 2026