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Here you can browse the complete list of publications for NLST

Studies
Publication Year
Title PubMed Id Authors Journal Abbreviation Year Studies
Assessing the Accuracy of a Deep Learning Method to Risk Stratify Indeterminate Pulmonary Nodules. 32326730 Massion PP, Antic S, Ather S, Arteta C, Brabec J, Chen H, Declerck J, Dufek D, Hickes W, Kadir T, Kunst J, Landman BA, Munden RF, Novotny P, Peschl H, Pickup LC, Santos C, Smith GT, Talwar A, Gleeson F Am. J. Respir. Crit. Care Med. 2020 NLST
Hybrid models for lung nodule malignancy prediction utilizing convolutional neural network ensembles and clinical data. 32280729 Paul R, Schabath MB, Gillies R, Hall LO, Goldgof DB J Med Imaging (Bellingham) 2020 NLST
The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population. 31651690 Celeng C, Takx RAP, Lessmann N, Maurovich-Horvat P, Leiner T, Išgum I, de Jong PA J Thorac Imaging 2020 NLST
Ventilation Heterogeneity and Its Association with Nodule Formation Among Participants in the National Lung Screening Trial-A Preliminary Investigation. 31471206 Kaminsky DA, Daphtary N, Estepar RSJ, Ashikaga T, Mikulic L, Klein J, Kinsey CM Acad Radiol 2020 NLST
Exploring the Impact of Lung Cancer Screening on Lung Cancer Mortality of Smokers With Obstructive Lung Disease: Analysis of the NLST-ACRIN Cohort. 32409195 de-Torres JP, Wisnivesky JP, Bastarrika G, Wilson DO, Celli BR, Zulueta JJ Arch. Bronconeumol. 2020 NLST
Lung Nodule Sizes Are Encoded When Scaling CT Image for CNN's. 32548298 Cherezov D, Paul R, Fetisov N, Gillies RJ, Schabath MB, Goldgof DB, Hall LO Tomography 2020 NLST
Automated Muscle Measurement on Chest Computed Tomography (CT) Predicts All-cause Mortality in Older Adults from the National Lung Screening Trial. 32504466 Lenchik L, Barnard R, Boutin RD, Kritchevsky SB, Chen H, Tan J, Cawthon PM, Weaver AA, Hsu FC J. Gerontol. A Biol. Sci. Med. Sci. 2020 NLST
Pathologic categorization of lung nodules: Radiomic descriptors of CT attenuation distribution patterns of solid and subsolid nodules in low-dose CT. 32526671 Zhou C, Chan HP, Chughtai A, Hadjiiski LM, Kazerooni EA, Wei J Eur J Radiol 2020 NLST
Survival After Detection of Stage I Lung Cancer by Screening in the National Lung Screening Trial. 32822676 Gierada DS, Pinsky PF Chest 2020 NLST
Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST). 32745082 Stemmer A, Shadmi R, Bregman-Amitai O, Chettrit D, Blagev D, Orlovsky M, Deutsch L, Elnekave E PLoS ONE 2020 NLST
Deep Learning Using Chest Radiographs to Identify High-Risk Smokers for Lung Cancer Screening Computed Tomography: Development and Validation of a Prediction Model. 32866413 Lu MT, Raghu VK, Mayrhofer T, Aerts HJWL, Hoffmann U Ann. Intern. Med. 2020 PLCO, NLST
Spatial Pyramid Pooling with 3D Convolution Improves Lung Cancer Detection. 32991288 Causey J, Li K, Chen X, Dong W, Walker K, Qualls J, Stubblefield J, Moore JH, Guan Y, Huang X IEEE/ACM Trans Comput Biol Bioinform 2020 NLST
Time-distanced gates in long short-term memory networks. 32745977 Gao R, Tang Y, Xu K, Huo Y, Bao S, Antic SL, Epstein ES, Deppen S, Paulson AB, Sandler KL, Massion PP, Landman BA Med Image Anal 2020 NLST
Evidence for Expanding Invasive Mediastinal Staging for Peripheral T1 Lung Tumors. 32599066 DuComb EA, Tonelli BA, Tuo Y, Cole BF, Mori V, Bates JHT, Washko GR, San José Estépar R, Kinsey CM Chest 2020 NLST
Quantitative Emphysema on Low-Dose Computed Tomography of the Chest and Risk of Lung Cancer and Airflow Obstruction: An analysis of the National Lung Screening Trial. 33326807 Labaki WW, Xia M, Murray S, Hatt CR, Al-Abcha A, Ferrera MC, Meldrum CA, Keith LA, Galbán CJ, Arenberg DA, Curtis JL, Martinez FJ, Kazerooni EA, Han MK Chest 2020 NLST
Racial disparities in occupational risks and lung cancer incidence: Analysis of the National Lung Screening Trial. 33301822 Juon HS, Hong A, Pimpinelli M, Rojulpote M, McIntire R, Barta JA Prev Med 2020 NLST
Lung cancer screening by low-dose computed tomography: a cost-effectiveness analysis of alternative programmes in the UK using a newly developed natural history-based economic model. 33292800 Griffin E, Hyde C, Long L, Varley-Campbell J, Coelho H, Robinson S, Snowsill T Diagn Progn Res 2020 NLST
Incidence Lung Cancer after a Negative CT Screening in the National Lung Screening Trial: Deep Learning-Based Detection of Missed Lung Cancers. 33276433 Cho J, Kim J, Lee KJ, Nam CM, Yoon SH, Song H, Kim J, Choi YR, Lee KH, Lee KW J Clin Med 2020 NLST
Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks. 32739769 Yao J, Zhu X, Jonnagaddala J, Hawkins N, Huang J Med Image Anal 2020 NLST
Lung Nodule Malignancy Classification Based ON NLSTx Data Benjamin Veasey Medical Imaging Lab, University of Lousiville, Louisville, KY, USA M. Mehdi Farhangi U.S. Food and Drug Administration, Silver Spring, MD, USA Hichem Frigui Multimedia Lab, University of Lousiville, Louisville, KY, USA Justin B… IEEE 2020 NLST