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RECRUITING
NCT06849180

Novel Subtypes and Treatment Strategies of Patients with Unresectable Combined Hepatocellular Cholangiocarcinoma Based on Multimodal Data

Sponsor: Zhongda Hospital

View on ClinicalTrials.gov

Summary

This study focused on exploring new comprehensive treatment strategies for patients with unresectable combined hepatocellular-cholangiocarcinoma, classifying patients with CHC subtypes based on the combination of artificial intelligence and multi-omics, and exploring the optimal treatment strategies for patients with different subtypes, helping clinicians to screen the most beneficial groups of various treatment schemes, and providing new ideas for safe treatment of high-risk patients.

Official title: Novel Subtypes and Treatment Strategies of Patients with Unresectable Mixed Hepatocellular Cholangiocarcinoma Based on Multimodal Data

Key Details

Gender

All

Age Range

18 Years - Any

Study Type

OBSERVATIONAL

Enrollment

198

Start Date

2024-12-31

Completion Date

2026-02-28

Last Updated

2025-02-27

Healthy Volunteers

No

Interventions

COMBINATION_PRODUCT

Interventional therapies combined with or without systemic drugs

The study will include adult patients with histologically/cytologically confirmed unresectable CHC. Collect patient genomics, proteomics, immune microenvironment, pathology reports, medical images and clinical electronic medical records, etc., to form high-quality and deeply labeled data sets to support the subsequent development and application of AI large models. Based on multi-source heterogeneous data of CHC patients, a large model for comprehensive diagnosis and treatment was constructed. Firstly, multi-modal data of different stages of disease were integrated by using cross-modal multi-course fusion technology to achieve efficient fusion of complex data. Secondly, by fine-tuning the large model, tasks such as CHC classification, prognosis inference and treatment plan recommendation are accurately completed, and potential information in the diagnosis and treatment process is mined.

Locations (1)

Zhongda Hospital

Nanjing, Jiangsu, China