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Systemic antitumor response prediction for intermediate-advanced stage hepatocellular carcinoma based on serial CT and whole-slide image using Artificial Intelligence techniques

Systemic antitumor response prediction for intermediate-advanced stage hepatocellular carcinoma based on serial CT and whole-slide image using Artificial Intelligence techniques

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400092303
Enrollment
Unknown
Registered
2024-11-14
Start date
2024-11-15
Completion date
Unknown
Last updated
2024-12-02

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

Conditions

Primary hepatocellular carcinoma

Interventions

Development dataset:None
Test dataset:None

Sponsors

Peking University Shenzhen Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Voluntary subjects with signed informed consent, demonstrating good compliance and cooperating with follow-up; 2. Patients aged over 18 years, meeting the clinical diagnostic criteria of the Guidelines for the Diagnosis and Treatment of Primary Liver Cancer (2024 version), or confirmed by histopathology or biopsy; 3. Patients with stage B-C liver cancer according to BCLC guidelines (i.e., >= 2 masses and single mass > 3cm, or more than 3 masses regardless of size, or with vascular invasion or distant metastasis regardless of size); 4. With complete biochemical examination results, medical history, and surgical records: including blood routine, the status of hepatitis B and hepatitis C, alpha-fetoprotein (AFP), abnormal prothrombin (PIVKA-II), liver function examination, and the type of hepatectomy; 5. Received preoperative systemic antitumor therapy (with or without local therapy) and underwent liver resection after the treatment; 6. With complete liver contrast enhanced CT and/or MR images before, during, and after systemic antitumor therapy (= 2 times); 7. Surgical pathological specimens of hepatocellular carcinoma were stained with HE, CD3, CD8, and CD34, and a complete pathological report was provided.

Exclusion criteria

Exclusion criteria: 1. Complicated with cholangiocarcinoma; 2. Obvious artifacts were observed in liver contrast-enhanced CT and/or MR Images; 3. The obtained surgical pathological specimens failed to meet the pathological analysis; 4. Have received any kind of systemic antitumor therapy; 5. The systemic antitumor therapy was not standardized.

Design outcomes

Primary

MeasureTime frame
Overall survival ratio,OS;

Secondary

MeasureTime frame
Objective response rate, ORR;

Countries

China

Contacts

Public ContactTingting Xie

Peking University Shenzhen Hospital

ttxietinarsna@163.com+86 134 1025 7730

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026