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RECRUITING
NCT05375591

AI & Radiomics for Stratification of Lung Nodules After Radically Treated Cancer

Sponsor: Royal Marsden NHS Foundation Trust

View on ClinicalTrials.gov

Summary

This study will assess the utility of radiomics and artificial intelligence approaches to new lung nodules in patients who have undergone radical treatment for a previous cancer.

Official title: Artificial Intelligence & Radiomics for Stratification Of Lung Nodules After Radically Treated Cancer (AI-SONAR)

Key Details

Gender

All

Age Range

18 Years - Any

Study Type

OBSERVATIONAL

Enrollment

1000

Start Date

2021-10-13

Completion Date

2026-11-01

Last Updated

2022-05-24

Healthy Volunteers

Not specified

Interventions

OTHER

Non-Interventional Study

First nodule detection CT scans as per eligibility criteria will be used as input into in-house software to extract multiple radiomic features and used to develop a machine learning based classifier to differentiate nodule aetiology. Scans will also be used as input in to a deep learning/convolutional neural network models to perform automated imaging classification.

Locations (2)

The Royal Marsden NHS Foundation Trust (Chelsea Site)

London, United Kingdom

Royal Brompton Hospital

London, United Kingdom