Assessing the Accuracy of a Deep Learning Method to Risk Stratify Indeterminate Pulmonary Nodules

Author:

Massion Pierre P.12ORCID,Antic Sanja1,Ather Sarim3,Arteta Carlos4,Brabec Jan5,Chen Heidi6,Declerck Jerome4,Dufek David5,Hickes William3,Kadir Timor4,Kunst Jonas5,Landman Bennett A.7,Munden Reginald F.8,Novotny Petr4,Peschl Heiko3,Pickup Lyndsey C.4,Santos Catarina4,Smith Gary T.910,Talwar Ambika3,Gleeson Fergus3

Affiliation:

1. Cancer Early Detection and Prevention Initiative, Vanderbilt Ingram Cancer Center, Division of Allergy, Pulmonary and Critical Care Medicine

2. Pulmonary and Critical Care Section, Medical Service, Veterans Affairs, and

3. Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom

4. Optellum Ltd., Oxford, United Kingdom

5. Faculty of Medicine, Masaryk University, Brno, Czech Republic

6. Department of Biostatistics, and

7. Department of Electrical Engineering, Vanderbilt University, Nashville, Tennessee; and

8. Department of Radiology, Wake Forest Baptist Health, Winston Salem, North Carolina

9. Department of Radiology, Vanderbilt University School of Medicine, Nashville, Tennessee

10. Department of Radiology, Tennessee Valley Healthcare System, Nashville, Tennessee

Publisher

American Thoracic Society

Subject

Critical Care and Intensive Care Medicine,Pulmonary and Respiratory Medicine

Reference47 articles.

1. Cancer statistics, 2020

2. Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening

3. De Koning HJ. NELSON study shows CT screening for nodule volume management reduces lung cancer mortality by 26 percent in men. Presented at the IASLC 19th World Conference on Lung Cancer. Sept 23–26, 2018, Toronto, Canada.

4. Recent Trends in the Identification of Incidental Pulmonary Nodules

5. Variable radiological lung nodule evaluation leads to divergent management recommendations

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