Skip to Main Content

Here you can browse the complete list of publications for NLST

Studies
Publication Year
Title PubMed Authors Journal Year Studies
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
Lung Nodule Malignancy Prediction From Longitudinal CT Scans With Siamese Convolutional Attention Networks Benjamin P. Veasey University of Louisville, Louisville, KY, USA Justin Broadhead University of Louisville, Louisville, KY, USA Michael Dahle University of Louisville, Louisville, KY, USA Albert Seow University of Louisville, Louisville, KY, … IEEE 2020 NLST
A Comparative Modeling Analysis of Risk-Based Lung Cancer Screening Strategies. 31566216 Ten Haaf K, Bastani M, Cao P, Jeon J, Toumazis I, Han SS, Plevritis SK, Blom EF, Kong CY, Tammemägi MC, Feuer EJ, Meza R, de Koning HJ J Natl Cancer Inst 2020 NLST, PLCO
Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols. 32043947 van Velzen SGM, Lessmann N, Velthuis BK, Bank IEM, van den Bongard DHJG, Leiner T, de Jong PA, Veldhuis WB, Correa A, Terry JG, Carr JJ, Viergever MA, Verkooijen HM, Išgum I Radiology 2020 NLST
Coronary artery calcium scoring: Can we do better? Sanne G. M. Van velzen, Bob D. de Vos, Helena M. Verkooijen, Tim Leiner, Max A. Viergever, Ivana Išgum Medical Imaging 2020 2020 NLST
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