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RECRUITING
NCT06810349

Predicting Tumor Origin Based on Deep Learning of Lymph Node Puncture Cytology

Sponsor: West China Hospital

View on ClinicalTrials.gov

Summary

In this study, the investigators aimed to construct a deep learning diagnostic model that uses cytological images to predict primary unknown tumor origins in patients with tumors combined with lymph node metastases. After the model is constructed, the model will be validated by a large-scale test set to test the model performance. The investigators also propose to compare the performance of the constructed model in diagnosing cytology smears compared to human pathologists.

Official title: A Multicenter Study on Predicting Tumor Origin Based on Deep Learning of Lymph Node Puncture Cytology

Key Details

Gender

All

Age Range

Any - Any

Study Type

OBSERVATIONAL

Enrollment

10000

Start Date

2024-11-11

Completion Date

2025-12

Last Updated

2025-02-05

Healthy Volunteers

Yes

Locations (1)

West China Hospital of Sichuan University

Chengdu, Sichuan, China