AI model aims to predict Post-Surgery bleeding in stomach cancer patients
NCT ID NCT07525765
First seen Jun 27, 2026 · Last updated Jun 27, 2026
Summary
This study is developing an AI tool to predict the risk of serious bleeding after stomach cancer surgery. Researchers will collect data from 7,000 adult patients who had their stomach removed due to cancer. The goal is to help doctors decide earlier if a second surgery is needed, potentially saving lives. No new treatments are being tested; this is purely an observational study to improve decision-making.
This is an AI summary of the original study and may miss details. Read our disclaimer.
Study facts
What this study's own registry entry says, in plain language.
- Participants
-
About 7,000 people
The number the study aims to enrol. It can still change while the study runs.
- Expected to start
-
Apr 2026
An estimate. Start dates often move.
- Expected to finish
-
Jan 2028
An estimate. End dates often move.
- Lead sponsor
-
Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
This study includes adults (≥18y) with confirmed primary gastric cancer undergoing elective radical gastrectomy (proximal/distal/total) with D1+/D2 lymphadenectomy at \[Center\]. The cohort comprises retrospective (\[2015.6\]-\[2026.2\]) and prospective (\[2026.3\]-present) arms. Emergency, palliative, or multi-organ resections are excluded to ensure homogeneity. The investigators anticipate enrolling 7000 patients. The primary outcome is postoperative hemorrhage requiring surgical re-intervention within 30 days. Estimated incidence is 0.5%-2.0%. To address this class imbalance, the AI model will employ stratified sampling and cost-sensitive learning.This population represents standard candidates for curative surgery in tertiary centers. By excluding extreme cases, the model is optimized for risk stratification in routine elective settings, where early warnings prevent catastrophic outcomes. Prospective data will validate real-time generalizability.
- Ages
-
18 to 90 years
- Sex
-
Anyone
- Healthy volunteers
-
Not accepted
This study is not open to healthy volunteers. The entry requirements below say who it is open to.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: 1. Age: Patients aged ≥ 18 years. 2. Diagnosis: Histologically confirmed primary gastric cancer. 3. Surgical Procedure: Underwent radical gastrectomy (including proximal, distal, or total gastrectomy). 4. Consent: Provision of written informed consent (required specifically for the prospective phase). 5. Data Completeness: Availability of complete preoperative clinical data and postoperative follow-up records covering at least the first 15 days post-surgery. 6. Oncological History: No history of other primary malignant tumors. Exclusion Criteria: 1. Surgical Type: Patients who underwent non-radical resection or emergency surgery. 2. Data Quality: Missing rate of key data fields exceeds 20%. 3. Preoperative Condition: Presence of severe preoperative infection or organ failure. 4. Follow-up Compliance: Unwillingness to participate in prospective follow-up or inability to complete the follow-up schedule (applicable only to the prospective phase).
Get updates
Get notified about this study
Sign up to get updates when this study changes or when new studies for Gastrectomy for gastric cancer are added.
Genom att skicka in godkänner du våra Användarvillkor
Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
-
The places running it
1 site. The list below names each one and where it is.
-
The official record
ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.
-
A doctor treating you
A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.
Contacts and locations
Locations
-
The First Affiliated Hospital, Zhejiang University School of Medicine Yuhang Campus
RECRUITINGHangzhou, Zhejiang, 330100, China
More trials for these conditions
Other studies related to the condition(s) this trial covers.
- Can a personalized menu keep cancer patients stronger through chemotherapy?
- Nerve-Block procedure tested against severe pancreatic and stomach cancer pain
- Robotic surgery vs standard approaches: does the platform change cancer outcomes?
- Can a direct hit to tumors make immunotherapy work better?
- New antibody aims to preserve immune checkpoint while fighting cancer
- Engineered immune cells target two markers on Hard-to-Treat tumors