Biomarker Platform (Virtual Nodule Clinic) for the Management of Indeterminate Pulmonary Nodules
Biomarker Platform (Virtual Nodule Clinic) for the Management of Indeterminate Pulmonary Nodules
This clinical trial studies whether a biomarker platform, the Virtual Nodule Clinic, can be used for the management of lung (pulmonary) nodules that are not clearly non-cancerous (benign) or clearly cancerous (malignant) (indeterminate pulmonary nodules \[IPNs\]). The management of IPNs is based on estimating the likelihood that the observed nodule is malignant. Many things, such as age, smoking history, and current symptoms, are considered when making a prediction of the likelihood of malignancy. Radiographic imaging characteristics are also considered. Lung nodule management for IPNs can result in unnecessary invasive procedures for nodules that are ultimately determined to be benign, or potential delays in treatment when results of tests cannot be determined or are falsely negative. The Virtual Nodule Clinic is an artificial intelligence (AI) based imaging software within the electronic health record which makes certain that identified pulmonary nodules are screened by clinicians with expertise in nodule management. The Virtual Nodule Clinic also features an AI based radiomic prediction score which designates the likelihood that a pulmonary nodule is malignant. This may improve the ability to manage IPNs and lower unnecessary invasive procedures or treatment delays. Using the Virtual Nodule Clinic may work better for the management of IPNs.
Lung
N/A
Adults
Not Available
Not Available
Maldonado, Fabien
National
Meharry Medical College, Rocky Mountain Regional VA Medical Center, University of Colorado, Denver, VA Tennessee Valley Healthcare Center, Vanderbilt University, Washington University
10-29-2024
Eligibility
35 Years and older
ALL
false
Inclusion Criteria:
Adults 35-year-old and older with undiagnosed IPN(s) 8-30mm referred for evaluation * Referral includes direct in-basket messages in the electronic healthcare record (EHR) to study providers, telehealth visits or clinic visit * For multiple nodules, we will obtain the score from the dominant or most suspicious nodule based on providers or radiologist impression
Adults 35-year-old and older with undiagnosed IPN(s) 8-30mm referred for evaluation * Referral includes direct in-basket messages in the electronic healthcare record (EHR) to study providers, telehealth visits or clinic visit * For multiple nodules, we will obtain the score from the dominant or most suspicious nodule based on providers or radiologist impression
Available CT scan with slice thickness of 3 mm or less with the nodule of interest present. Nodules identified during screening low dose computed tomography of the chest (LDCT) that have had a conventional, follow-up CT performed are eligible for inclusion
Available CT scan with slice thickness of 3 mm or less with the nodule of interest present. Nodules identified during screening low dose computed tomography of the chest (LDCT) that have had a conventional, follow-up CT performed are eligible for inclusion
Exclusion Criteria:
Pure ground glass nodule
Pure ground glass nodule
Patients known to be a prisoners
Patients known to be a prisoners
Patients known to be pregnant
Patients known to be pregnant
Known active malignancy within the last 5 years at time of enrollment (excluding non-melanoma skin cancers)
Known active malignancy within the last 5 years at time of enrollment (excluding non-melanoma skin cancers)
More than 5 IPNs present on imaging
More than 5 IPNs present on imaging
Nodules referred after initial LDCT for screening with only one LDCT available. The Lung Cancer Prediction Convolutional Neural Network (LCP CNN) algorithm is not currently validated for screening studies
Nodules referred after initial LDCT for screening with only one LDCT available. The Lung Cancer Prediction Convolutional Neural Network (LCP CNN) algorithm is not currently validated for screening studies
Thoracic implants that impact the image appearance of the nodule
Thoracic implants that impact the image appearance of the nodule
Clinician determines that use of the LCP CNN model is required or contraindicated for the optimal care of the patient
Clinician determines that use of the LCP CNN model is required or contraindicated for the optimal care of the patient
Adults 35-year-old and older with undiagnosed IPN(s) 8-30mm referred for evaluation * Referral includes direct in-basket messages in the electronic healthcare record (EHR) to study providers, telehealth visits or clinic visit * For multiple nodules, we will obtain the score from the dominant or most suspicious nodule based on providers or radiologist impression
Adults 35-year-old and older with undiagnosed IPN(s) 8-30mm referred for evaluation * Referral includes direct in-basket messages in the electronic healthcare record (EHR) to study providers, telehealth visits or clinic visit * For multiple nodules, we will obtain the score from the dominant or most suspicious nodule based on providers or radiologist impression
Available CT scan with slice thickness of 3 mm or less with the nodule of interest present. Nodules identified during screening low dose computed tomography of the chest (LDCT) that have had a conventional, follow-up CT performed are eligible for inclusion
Available CT scan with slice thickness of 3 mm or less with the nodule of interest present. Nodules identified during screening low dose computed tomography of the chest (LDCT) that have had a conventional, follow-up CT performed are eligible for inclusion
Exclusion Criteria:
Pure ground glass nodule
Pure ground glass nodule
Patients known to be a prisoners
Patients known to be a prisoners
Patients known to be pregnant
Patients known to be pregnant
Known active malignancy within the last 5 years at time of enrollment (excluding non-melanoma skin cancers)
Known active malignancy within the last 5 years at time of enrollment (excluding non-melanoma skin cancers)
More than 5 IPNs present on imaging
More than 5 IPNs present on imaging
Nodules referred after initial LDCT for screening with only one LDCT available. The Lung Cancer Prediction Convolutional Neural Network (LCP CNN) algorithm is not currently validated for screening studies
Nodules referred after initial LDCT for screening with only one LDCT available. The Lung Cancer Prediction Convolutional Neural Network (LCP CNN) algorithm is not currently validated for screening studies
Thoracic implants that impact the image appearance of the nodule
Thoracic implants that impact the image appearance of the nodule
Clinician determines that use of the LCP CNN model is required or contraindicated for the optimal care of the patient
Clinician determines that use of the LCP CNN model is required or contraindicated for the optimal care of the patient
