Study
            
                NLST
                (Learn more about this study)
            
 
            
            
                Project ID
                
                    
                        NLST-1193
                    
                
            
            
                Initial CDAS Request Approval
                Feb 14, 2024
            
            Title
            Clinical Lung Cancer Screening Model
            
                Summary
                The purpose of this project is to train a machine learning classifier to perform early prediction of lung cancer and COPD. The model will recommend that high risk users see a doctor based on their clinical screening responses. The model will use only screening questions and will not take x-rays and scans into account. The model will also identify users with little to no risk of lung cancer and COPD.
            
            
                Aims
                - The model makes an accurate prediction of lung cancer and/or COPD diagnoses given the clinical screening questions
- The model identifies high risk users and recommends to have appropriate care. 
- The model identifies low risk users and  recommends to have appropriate care.
- The model makes a prediction without requiring x-rays or scans to be uploaded
Collaborators
                
                Pulmonary & Sleep of Tampa Bay
Riverwalk Software LLC