Development and Prospective Validation of a Digital Pathology-based Artificial Intelligence Diagnostic Model for Pan-cancer Lymphatic Metastasis
NCT06517979 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 10000
Last updated 2025-11-28
Summary
The goal of this diagnostic test is to develop an artificial intelligence (AI)-based pan-cancer universal diagnostic model for detecting pathological lymph node metastasis (LNM), and prospectively evaluate its apllication value in the real-world clinical practice.
Investigators will compare the diagnostic performance (sensitivity, specificity, etc.) of the AI model and routine pathological report issued by pathologists, to see if the AI model can improve the clinical workflow of pathological evaluation of cancer LNM in in the real world.
Conditions
- Cancer
- Lymphatic Metastasis
Interventions
- DIAGNOSTIC_TEST
-
Artificial intelligence (AI)-based diagnostic model
Collect pathological slides of resected lymph nodes of the enrolled patients. Digitise these slides into whole-slide images (WSIs). Analyze the WSIs using the AI model to generate diagnostic results (with or without lymphatic metastasis). No intervention to patients would be performed in this diagnostic test study.
Sponsors & Collaborators
-
Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University
lead OTHER
Eligibility
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2024-07-26
- Primary Completion
- 2027-06-30
- Completion
- 2027-06-30
Countries
- China
Study Locations
More Related Trials
-
Prospective Real-World Study of Multimodal AI
NCT07269236 ·Status: ENROLLING_BY_INVITATION
-
Development and Validation of a Deep Learning Model to Predict Distant Metastases in Nasopharyngeal Carcinoma Using Whole Slide Imaging and MRI
NCT06831357 ·Status: RECRUITING
-
Optimising Renal Tumour Management Through Artificial Intelligence Modules
NCT06714916 ·Status: RECRUITING
-
AI-Driven Cancer Diagnosis and Prediction With EHR
NCT06791473 ·Status: RECRUITING
-
Mechanistic Study on the Diagnosis of Esophageal Cancer Lymph Node Metastasis Using Spectral CT, Multimodal MRI, FAPI PET-CT, Pathology, and AI Evaluation System
NCT06818214 ·Status: NOT_YET_RECRUITING
-
Deep Learning Model for Diagnosis and Contour of Cervical Lymph Node for Nasopharyngeal Carcinoma
NCT05231616 ·Status: UNKNOWN
-
Retrospective Pathology Foundation Models
NCT07239297 ·Status: ENROLLING_BY_INVITATION
-
Deep Learning Signature for Predicting Occult Nodal Metastasis of Clinical N0 Lung Cancer
NCT05425134 ·Status: UNKNOWN
-
A Prospective, Observational Trial on the Diagnostic and Prognostic of LM
NCT02607605 ·Status: UNKNOWN
-
A Study of the Gene Mutation Status in Cerebrospinal Fluid, Blood and Tumor Tissue of Non-small Cell Lung Cancer Patients With Brain Metastases
NCT03257735 ·Status: UNKNOWN
-
Lymph Node Metastasis in Early Esophageal Squamous Cell Carcinoma
NCT07050576 ·Status: RECRUITING
-
Development of an Artificial Intelligence System for Intelligent Pathological Diagnosis and Therapeutic Effect Prediction Based on Multimodal Data Fusion of Common Tumors and Major Infectious Diseases in the Respiratory System Using Deep Learning Technology.
NCT05046366 ·Status: UNKNOWN
-
Multimodal Large Model-Driven Risk and Prognosis Assessment for Brain Metastases in Lung Cancer
NCT07107035 ·Status: NOT_YET_RECRUITING
-
Deep Learning Signature for Predicting Aggressive Histological Pattern in Resected Non-small Cell Lung Cancer
NCT05925738 ·Status: UNKNOWN
-
Artificial Intelligence System for Assessment of Tumor Risk and Diagnosis and Treatment
NCT05426135 ·Status: RECRUITING
-
Development of AI Model for Renal Tumor Diagnosis Using CT and Lab Tests
NCT06761742 ·Status: COMPLETED
-
AI-Based Multimodal Multi-tasks Analysis Reveals Tumor Molecular Heterogeneity, Predicts Preoperative Lymph Node Metastasis and Prognosis in Papillary Thyroid Carcinoma
NCT06241092 ·Status: RECRUITING
-
AI-Based Ultrasound Prediction Model for Intracranial Pressure and Prognosis in Lung Cancer Patients With Leptomeningeal Metastasis: A Dual-Center Study
NCT07005791 ·Status: NOT_YET_RECRUITING
-
Prediction of Mediastinal Station IV Lymph Node Metastasis in Non-small Cell Lung Cancer
NCT06496360 ·Status: RECRUITING
-
10-year Retrospective Study of Oral and Maxillofacial Squamous Cell Carcinoma
NCT06366906 ·Status: COMPLETED
-
Development and Demonstration of Intelligent Assessment Based on Multi-modal Information Fusion for Tumor Risk and Diagnosis and Treatment
NCT06653478 ·Status: RECRUITING
-
DNA Methylation Combined With Artificial Intelligence Imaging to Identify Lung Nodules
NCT06220305 ·Status: RECRUITING
-
Predicting Tumor Origin Based on Deep Learning of Lymph Node Puncture Cytology
NCT06810349 ·Status: RECRUITING
-
Artificial Intelligence-assisted Screening of Malignant Pigmented Tumors on the Ocular Surface
NCT05645341 ·Status: COMPLETED
-
A Real-world Study on the Treatment of Non-small Cell Lung Cancer With Leptomeningeal Metastasis in China
NCT06718972 ·Status: RECRUITING