Hepatocellular carcinoma
Conditions
Interventions
Observation group:None
Sponsors
Chinese PLA General Hospital
Eligibility
Sex/Gender
All
Age
18 Years to 65 Years
Inclusion criteria
Inclusion criteria: Patients after liver transplantation (1) Age range of 18-65, regardless of gender; (2) Voluntary participation with informed consent; (3) Have a complete set of multi-modal data, such as clinical data, imaging data, and genetic data.
Exclusion criteria
Exclusion criteria: (1) Difficult to follow-up patients, (2) Refusal to sign an informed consent form, (3) Lack of complete multimodal dataset, (4) Early death or severe surgical complications, (5) Concurrent heart disease, kidney disease or other malignancies, which may interfere with prognosis or affect study results.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Accuracy;Sensitivity;Specificity; | — |
Secondary
| Measure | Time frame |
|---|---|
| Interpretability evaluation metrics of a model (such as feature importance scores, decision pathway analysis);Training and evaluation time of the model;Model complexity evaluation (calculating the number of model parameters, decision tree depth); | — |
Countries
China
Contacts
Public ContactBin Shi
Chinese PLA General Hospital
Outcome results
None listed