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A Novel AI Network Based on Transformer Intelligent Temporal Recognition for Decoding Multimodal Ultrasound Data to Predict HCC Targeted-Immunotherapy combined translational Response

A Novel AI Network Based on Transformer Intelligent Temporal Recognition for Decoding Multimodal Ultrasound Data to Predict HCC Targeted-Immunotherapy combined translational Response

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400087383
Enrollment
Unknown
Registered
2024-07-26
Start date
2024-08-01
Completion date
Unknown
Last updated
2024-07-29

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

Conditions

hepatocellular carcinoma

Interventions

Sponsors

Zhongshan hospital, Fudan University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: ? Patients diagnosed with HCC and proposed to undergo target-immunity combination therapy ? Conventional ultrasound, elastic ultrasound and ultrasonography were performed within one week prior to the start of target-immunity combination therapy ? Conventional ultrasound, elastic ultrasound and ultrasonography were performed within one week after the end of each course of target-free combination therapy

Exclusion criteria

Exclusion criteria: ? patients who have received other comprehensive treatment (e.g. chemotherapy, radiotherapy, local intervention, etc.) before target-free combination therapy ? Patients who are unable to obtain pathological data to determine whether pathological remission has been achieved after target-immunity combination therapy ? Patients who have interrupted the target-immunity combination therapy

Design outcomes

Primary

MeasureTime frame
Multimodal ultrasound diagnostic results;Artificial Intelligence Network Model;AUC;accuracy;sensitivity;specificity;

Countries

China

Contacts

Public ContactHuixiong Xu

Zhongshan hospital, Fudan University

xuhuixiong@126.com+86 21 6404 1990

Outcome results

None listed

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