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Retrospective Evaluation of DeepSeek Model in Assisting Clinical Decision-Making for Gastric Cancer

Retrospective Evaluation of the Efficacy of DeepSeek Large Language Model (LLM) in Assisting Clinical Decision-Making for Gastric Cancer

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600122315
Enrollment
Unknown
Registered
2026-04-12
Start date
2025-09-10
Completion date
Unknown
Last updated
2026-04-14

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

Conditions

Gastric cancer

Interventions

Training Set:None
Validation Set:None

Sponsors

ganzhou people's hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Age >= 18 years; 2.Attended Ganzhou People's Hospital and received treatment (surgery, chemotherapy, targeted therapy, or radiotherapy) from January 2014 to December 2023; 3.Complete baseline data available in medical records, including laboratory test results, gastroscopy/surgical pathological reports, imaging reports, complete medical records, and follow-up records; 4.Waiver of informed consent: Data de-identification has been performed, and the time from the last follow-up is > 1 year.

Exclusion criteria

Exclusion criteria: 1.Missing key data in medical records (e.g., no pathological staging, unrecorded treatment plan); 2.History of other concurrent malignant tumors; 3.Participation in concurrent interventional clinical trials; 4.Patients deemed unsuitable for participation in this study by the researchers.

Design outcomes

Primary

MeasureTime frame
Consistency between the model's diagnosis and the gold standard, compliance rate of treatment recommendations with clinical guidelines;

Secondary

MeasureTime frame
rationality of examination recommendations, diagnostic and therapeutic efficiency, and safety;

Countries

China

Contacts

Public ContactTao Chen

ganzhou people's hospital

13911111111@163.com+86 797 5889157

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Apr 17, 2026