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NCT06641947: D

Differentiation Benign and Malignant Pancreatic Lesions

Completed Last updated 15 October 2024
What this trial tests

trial testing Whipple procedure in Pancreatic Tumor in 864 participants. Completed in 20 September 2024.

Timeline
11 January 2022
Primary endpoint
5 March 2024
20 September 2024

Quick facts

Lead sponsorFirst Affiliated Hospital of Chongqing Medical University
StatusCompleted
Study typeOBSERVATIONAL
Enrollment864
Start date11 January 2022
Primary completion5 March 2024
Estimated completion20 September 2024
Sites1 location across China

Drugs / interventions tested

Conditions studied

Sponsor

First Affiliated Hospital of Chongqing Medical University

Who can join

Adults 18 to 100, any sex, with Pancreatic Tumor. Patients with the condition only — healthy volunteers not accepted.

Sponsor's own description

The MVIT-MLKA model, with its complex architecture combining CNNs and Transformers, excels in image feature extraction and capturing long-range dependencies. This gives it strong adaptability and robustness in lesion detection and classification tasks. Compared to traditional machine learning methods and other deep learning models, MVIT-MLKA not only performs better in terms of accuracy, sensitivity, and specificity but also helps reduce inter-observer variability, enhancing diagnostic consistency among physicians. Although the model showed slight fluctuations in performance on external datasets, it still outperforms other models overall and holds significant potential for clinical applications. With further optimization to improve its generalization capabilities, MVIT-MLKA could become a powerful tool for diagnosing benign and malignant lesions, providing more consistent and accurate support in clinical practice.

Publications & conference data

No peer-reviewed publications indexed yet for this trial. Completed trials usually publish results within 12-18 months.

Verify or expand the search:

Other trials of Whipple procedure

Trials testing the same drug.

Other recruiting trials for Pancreatic Tumor

Currently open trials in the same condition.

Other First Affiliated Hospital of Chongqing Medical University trials

Trials by the same sponsor.

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Data sources for this page

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