Radiomics to Identify Patients at Risk for Developing Pneumonitis, Differentiate Immune Checkpoint Inhibitor-induced Pneumonitis From Other Lung Inflammation and Distinguish Tumour Pseudo-progression From Real Tumour Growth
NCT03305380 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 637
Last updated 2021-09-16
Summary
The investigators will develop a radiomics signature for immune checkpoint-induced pneumonitis in 40 patients with a pulmonary event under anti-PD1 or anti-PD-L1 (cases) and 40 patients without a pulmonary event under anti-PD1 or anti-PD-L1 (controls).
On the basis of the case-control study of patients treated with anti-PD1 or anti-PD-L1, they will further optimise the model using reinforcement machine learning. The model will then be validated in 300 prospective patients.
Conditions
- Stage IV Non-small Cell Lung Cancer
Interventions
- OTHER
-
No interventions
As this is a patient registry, there are no interventions.
Sponsors & Collaborators
-
Maastricht University Medical Center
collaborator OTHER -
Zuyderland Medical Centre
collaborator OTHER -
Maastricht Radiation Oncology
lead OTHER
Principal Investigators
-
Dirk De Ruysscher, MD, PhD · Maastro Clinic, The Netherlands
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2017-09-01
- Primary Completion
- 2021-01-01
- Completion
- 2021-04-01
Countries
- Netherlands
Study Locations
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