| 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 |
