RecruitingNCT05732974

A Machine Learning Approach to Identify Patients With Resected Non-small-cell Lung Cancer With High Risk of Relapse


Sponsor

University Hospital, Toulouse

Enrollment

60 participants

Start Date

Mar 30, 2023

Study Type

OBSERVATIONAL

Conditions

Summary

Early-stage non small cell lung cancer represents 20-30% of all non small cell lung cancer and is characterized by a high survival probability after surgical resection. However, considering stage IA-IIIA non small cell lung cancer, a relapse rate of about 50% is observed, with a different survival probability on the basis of tumor node metastasis status, although patients within the same tumor node metastasis stage exhibit wide variations in recurrence rate. There are currently no validated prognostic biomarkers able to identify patients with a high risk of relapse.


Eligibility

Min Age: 18 Years

Plain Language Summary

Simplified for easier understanding

This study uses machine learning (a type of artificial intelligence) to analyse scans, blood tests, and tumour information to identify which patients with early-stage non-small cell lung cancer (NSCLC) are at highest risk of their cancer coming back after surgery. The goal is to develop a tool that helps doctors make better treatment decisions — for example, identifying who might benefit from additional treatment after surgery. **You may be eligible if...** - You have been diagnosed with early-stage non-small cell lung cancer - Surgery to remove the tumour is being recommended as part of your treatment - You are able to understand and give informed consent - You are covered by health insurance **You may NOT be eligible if...** - You have had another cancer in the last 5 years - You are allergic to contrast dye (used in scans) - You are under legal protection (such as guardianship) Talk to your doctor to see if this trial is right for you.

This summary was AI-generated to explain the trial in plain language. It is not medical advice. Always discuss eligibility with your doctor before enrolling in a clinical trial.

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Interventions

OTHERResected non small cell lung cancer

plasma sample, tissue sample and computed tomography scan images


Locations(1)

Julien MAZIERES

Toulouse, France

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NCT05732974