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Here you can browse the complete list of publications for NLST

Studies
Publication Year
Title PubMed Authors Journal Year Studies
Semi-supervised Machine Learning with MixMatch and Equivalence Classes. 34456459 Hansen CB, Nath V, Gao R, Bermudez C, Huo Y, Sandler KL, Massion PP, Blume JD, Lasko TA, Landman BA Lect Notes Monogr Ser 2020 NLST
Rates of positive lung cancer screening examinations in academic versus community practice. 32953524 Henderson LM, Bacchus L, Benefield T, Huamani Velasquez R, Rivera MP Transl Lung Cancer Res 2020 NLST
Multi-path x-D Recurrent Neural Networks for Collaborative Image Classification. 32863584 Gao R, Huo Y, Bao S, Tang Y, Antic SL, Epstein ES, Deppen S, Paulson AB, Sandler KL, Massion PP, Landman BA Neurocomputing 2020 NLST
Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future. 32658721 Paul R, Schabath M, Gillies R, Hall L, Goldgof D Comput Biol Med 2020 NLST
Peritumoral and intratumoral radiomic features predict survival outcomes among patients diagnosed in lung cancer screening. 32601340 Pérez-Morales J, Tunali I, Stringfield O, Eschrich SA, Balagurunathan Y, Gillies RJ, Schabath MB Sci Rep 2020 NLST
Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection. 34040274 Yang Y, Gao R, Tang Y, Antic SL, Deppen S, Huo Y, Sandler KL, Massion PP, Landman BA Proc SPIE Int Soc Opt Eng 2020 NLST
Long-term cancer risk associated with lung nodules observed on low-dose screening CT scans. 31812129 Pinsky P, Gierada DS Lung Cancer 2020 NLST
Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances. 30789954 Schreuder A, Jacobs C, Gallardo-Estrella L, Prokop M, Schaefer-Prokop CM, van Ginneken B PLoS ONE 2019 NLST
Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management. 30066248 van Riel SJ, Jacobs C, Scholten ET, Wittenberg R, Winkler Wille MM, de Hoop B, Sprengers R, Mets OM, Geurts B, Prokop M, Schaefer-Prokop C, van Ginneken B Eur Radiol 2019 NLST
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. 30771712 Lessmann N, van Ginneken B, de Jong PA, Išgum I Med Image Anal 2019 NLST
Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers. 30660540 Lessmann N, de Jong PA, Celeng C, Takx RAP, Viergever MA, van Ginneken B, Išgum I JACC Cardiovasc Imaging 2019 NLST
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. 30794169 de Vos BD, Wolterink JM, Leiner T, de Jong PA, Lessmann N, Isgum I IEEE Trans Med Imaging 2019 NLST
End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography. 31110349 Ardila D, Kiraly AP, Bharadwaj S, Choi B, Reicher JJ, Peng L, Tse D, Etemadi M, Ye W, Corrado G, Naidich DP, Shetty S Nat. Med. 2019 NLST
Deep Learning to Assess Long-term Mortality From Chest Radiographs. 31322692 Lu MT, Ivanov A, Mayrhofer T, Hosny A, Aerts HJWL, Hoffmann U JAMA Netw Open 2019 NLST, PLCO
Cancer Risk in Subsolid Nodules in the National Lung Screening Trial. 31526256 Hammer MM, Palazzo LL, Kong CY, Hunsaker AR Radiology 2019 NLST
Machine Learning for Automatic Paraspinous Muscle Area and Attenuation Measures on Low-Dose Chest CT Scans. 31326311 Barnard R, Tan J, Roller B, Chiles C, Weaver AA, Boutin RD, Kritchevsky SB, Lenchik L Acad Radiol 2019 NLST
Patient-Level Trajectories and Outcomes After Low-Dose CT Screening in the National Lung Screening Trial. 31283920 Iaccarino JM, Silvestri GA, Wiener RS Chest 2019 NLST
Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method. 32864596 Huang P, Lin CT, Li Y, Tammemagi MC, Brock MV, Atkar-Khattra S, Xu Y, Hu P, Mayo JR, Schmidt H, Gingras M, Pasian S, Stewart L, Tsai S, Seely JM, Manos D, Burrowes P, Bhatia R, Tsao MS, Lam S Lancet 2019 NLST
Disparities in Follow-Up After Low-Dose Lung Cancer Screening. 31626913 Sesti J, Sikora TJ, Turner DS, Turner AL, Langan RC, Nguyen AB, Paul S Semin Thorac Cardiovasc Surg 2019 NLST
The effect of radiographic emphysema in assessing lung cancer risk. 30723183 Yong PC, Sigel K, de-Torres JP, Mhango G, Kale M, Kong CY, Zulueta JJ, Wilson D, Brown SW, Slatore C, Wisnivesky J Thorax 2019 NLST