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Development and Clinical Application of a Foundational Model for Multimodal Medical Data-Based Diagnosis and Prediction in Digestive Endoscopy

Development and Clinical Application of a Foundational Model for Multimodal Medical Data-Based Diagnosis and Prediction in Digestive Endoscopy

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600117908
Enrollment
Unknown
Registered
2026-01-29
Start date
2026-02-01
Completion date
Unknown
Last updated
2026-02-02

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

Conditions

Unspecified diseases of the digestive system

Interventions

Gold Standard:Pathological diagnosis
imaging examination
Index test:A basic model for digestive endoscopy diagnosis and prediction based on multimodal medical big data

Sponsors

Zhongshan Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 100 Years

Inclusion criteria

Inclusion criteria: (1) All patients who visited the hospital within the specified time period (from January 1, 2009, to December 31, 2024) and had undergone digestive endoscopy (such as ordinary endoscopy, magnifying endoscopy, chromoendoscopy, or endoscopic ultrasonography). (2) Age >= 18 years old. (3) Regardless of whether the patient has digestive tract diseases or not, as long as there are available and complete medical history records, including symptoms, signs, laboratory test results, and imaging examination results. (4) Including patients with various benign and malignant digestive tract diseases, as well as healthy individuals with relevant disease history. (5) Meeting the conditions for exemption from informed consent, or voluntarily participating in the study and giving oral consent or signing the informed consent form.

Exclusion criteria

Exclusion criteria: The subjects are participating in other clinical trials that may affect the study results.

Design outcomes

Primary

MeasureTime frame
Sensitivity;Negative predictive value;Positive predictive value;Specificity;Inference Time;Reproducibility;Area Under the Receiver Operating Characteristic Curve;

Secondary

MeasureTime frame
Calibration plot;Integrated Discrimination Index;

Countries

China

Contacts

Public ContactZhou Pinghong

Zhongshan Hospital

zhou.pinghong@zs-hospital.sh.cn+86 136 8197 1063

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 7, 2026