{"url":"/dataset/national-lung-screening-trial-nlst","name":"National Lung Screening Trial (NLST)","full_name":"National Lung Screening Trial (NLST)","description_markdown":"The National Lung Screening Trial (NLST) was a randomized controlled trial conducted by the Lung Screening Study group (LSS) and the American College of Radiology Imaging Network (ACRIN) to determine whether screening for lung cancer with low-dose helical computed tomography (CT) reduces mortality from lung cancer in high-risk individuals relative to screening with chest radiography. Approximately 54,000 participants were enrolled between August 2002 and April 2004. Data collection has ended, and information is complete through December 31, 2009. NLST has the ClinicalTrials.gov registration number NCT00047385.","description_withheld":null,"homepage":"https://cdas.cancer.gov/nlst/","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"3D","url":"/datasets/modality/3d"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Lung Cancer Diagnosis","url":"/task/lung-cancer-diagnosis","datasets_with_task":"/datasets/task/lung-cancer-diagnosis"}],"languages":[],"variants":["National Lung Screening Trial (NLST)"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/lung-cancer-diagnosis-on-national-lung","task":"Lung Cancer Diagnosis","dataset_variant":"National Lung Screening Trial (NLST)","rows":1,"metrics":["AUC"],"first_row_in_archive_order":{"model":"ResNet50 SWS++","paper":"/paper/ai-in-lung-health-benchmarking-detection-and","metrics":{"AUC":"0.81 (0.79-0.82)"},"code_links":[{"title":"fitushar/AI-in-Lung-Health-Benchmarking-Detection-and-Diagnostic-Models-Across-Multiple-CT-Scan-Datasets","url":"https://github.com/fitushar/AI-in-Lung-Health-Benchmarking-Detection-and-Diagnostic-Models-Across-Multiple-CT-Scan-Datasets"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/ai-in-lung-health-benchmarking-detection-and","title":"AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets","date":"2024-05-07","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}