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Predicting Tumor Origin Based on Deep Learning of Lymph Node Puncture Cytology
Sponsor: West China Hospital
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
Conditions
Locations (1)
West China Hospital of Sichuan University
Chengdu, Sichuan, China