Clinical trial · Observational
Interpretable Machine Learning Models for Prognosis in Gastric Cancer Patients
Development and Validation of Interpretable Machine Learning Models for Prognosis in Gastric Cancer Patients: a Multicenter Retrospective Study
NCT06548464CI-TRIAL-00079715completedClinicalTrials.gov clinicaltrialsProvenance
- Source
- ClinicalTrials.gov
- Retrieved
- Sep 8, 2026
- Layer
- normalized (units and labels harmonized; values unchanged)
- Run
- ING-CLINICALTRIALS-20260908-000001
Summary
Brief summary (as posted)
This multicenter, retrospective cohort study aimed to develop and validate an explainable prediction model for prognosis after gastrectomy in patients with gastric cancer.
Conditions
Conditions (3)
Free-text conditions as registered, with the CancerIndex entity they were reconciled to and the match type.
| Condition (as posted) | Mapped entity | Match | Confidence |
|---|---|---|---|
| Gastrectomy | — | UNRESOLVED | — |
| Machine Learning | — | UNRESOLVED | — |
| Stomach Neoplasms | Gastric Neoplasm | ALIAS | 0.90 |
Interventions
Interventions (0)
Data not yet available
No intervention recorded.
Design
Arms and outcomes
Arms (0)
[]Primary outcomes (1)
- measure
- Survival
- timeFrame
- Up to 5 years after surgery
- description
- Assessment of overall survival outcomes in gastric cancer patients after gastrectomy.
Secondary outcomes (5)
- measure
- Early Recurrence
- timeFrame
- Within 2 years after surgery
- description
- Incidence of cancer recurrence within 2 years after gastrectomy.
- measure
- Late Recurrence
- timeFrame
- From 2 years up to 5 years after surgery
- description
- Incidence of cancer recurrence occurring more than 2 years after gastrectomy.
Eligibility
Eligibility (as posted)
- Sex
- All
Show eligibility criteria text
Inclusion Criteria: * Patients diagnosed with primary gastric or gastroesophageal junction cancer * Underwent radical gastrectomy * Complete clinical and pathological data available Exclusion Criteria: * Presence of distant metastases before surgery * Non-adenocarcinoma histology * Incomplete follow-up data
References
Publications (0)
Data not yet available
No reference posted for this study.