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Radiological Image Traits Predictive of Cancer Status in Pulmonary Nodules.
Liu Y, Balagurunathan Y, Atwater T, Antic S, Li Q, Walker RC, Smith GT, Massion PP, Schabath MB, Gillies RJ. Liu Y, et al. Clin Cancer Res. 2017 Mar 15;23(6):1442-1449. doi: 10.1158/1078-0432.CCR-15-3102. Epub 2016 Sep 23. Clin Cancer Res. 2017. PMID: 27663588 Free PMC article.
Assessing the inter-observer variability of Computer-Aided Nodule Assessment and Risk Yield (CANARY) to characterize lung adenocarcinomas.
Nakajima EC, Frankland MP, Johnson TF, Antic SL, Chen H, Chen SC, Karwoski RA, Walker R, Landman BA, Clay RD, Bartholmai BJ, Rajagopalan S, Peikert T, Massion PP, Maldonado F. Nakajima EC, et al. Among authors: antic sl. PLoS One. 2018 Jun 1;13(6):e0198118. doi: 10.1371/journal.pone.0198118. eCollection 2018. PLoS One. 2018. PMID: 29856852 Free PMC article.
Assessing the Accuracy of a Deep Learning Method to Risk Stratify Indeterminate Pulmonary Nodules.
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. Massion PP, et al. Am J Respir Crit Care Med. 2020 Jul 15;202(2):241-249. doi: 10.1164/rccm.201903-0505OC. Am J Respir Crit Care Med. 2020. PMID: 32326730 Free PMC article.
Time-distanced gates in long short-term memory networks.
Gao R, Tang Y, Xu K, Huo Y, Bao S, Antic SL, Epstein ES, Deppen S, Paulson AB, Sandler KL, Massion PP, Landman BA. Gao R, et al. Among authors: antic sl. Med Image Anal. 2020 Oct;65:101785. doi: 10.1016/j.media.2020.101785. Epub 2020 Jul 18. Med Image Anal. 2020. PMID: 32745977 Free PMC article.
Multi-path x-D Recurrent Neural Networks for Collaborative Image Classification.
Gao R, Huo Y, Bao S, Tang Y, Antic SL, Epstein ES, Deppen S, Paulson AB, Sandler KL, Massion PP, Landman BA. Gao R, et al. Among authors: antic sl. Neurocomputing (Amst). 2020 Jul 15;397:48-59. doi: 10.1016/j.neucom.2020.02.033. Epub 2020 Feb 15. Neurocomputing (Amst). 2020. PMID: 32863584 Free PMC article.
Validation of the BRODERS classifier (Benign versus aggRessive nODule Evaluation using Radiomic Stratification), a novel HRCT-based radiomic classifier for indeterminate pulmonary nodules.
Maldonado F, Varghese C, Rajagopalan S, Duan F, Balar AB, Lakhani DA, Antic SL, Massion PP, Johnson TF, Karwoski RA, Robb RA, Bartholmai BJ, Peikert T. Maldonado F, et al. Among authors: antic sl. Eur Respir J. 2021 Apr 1;57(4):2002485. doi: 10.1183/13993003.02485-2020. Print 2021 Apr. Eur Respir J. 2021. PMID: 33303552 Free PMC article.
Establishing a Cohort and a Biorepository to Identify Biomarkers for Early Detection of Lung Cancer: The Nashville Lung Cancer Screening Trial Cohort.
Lakhani DA, Chen SC, Antic S, Muterspaugh A, Cook C, Liu N, Shujat H, Jouan S, Winston B, Fields K, Wenstrup J, Block SL, Hinton A, Miller A, Atmajoana S, Helton JT, Patel K, Balar AB, Brewer K, Nag S, Singh R, Disher A, Huerta L, Fremont R, Rickman O, Chen H, Eisenberg R, Sandler KL, Paulson A, Walker RC, Shah C, Smith GT, Landman B, Deppen S, Grogan EL, Aldrich MC, Massion PP. Lakhani DA, et al. Among authors: antic s. Ann Am Thorac Soc. 2021 Jul;18(7):1227-1234. doi: 10.1513/AnnalsATS.202004-344OC. Ann Am Thorac Soc. 2021. PMID: 33400907 Free PMC article.
29 results