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Machine learning approach for distinguishing malignant and benign lung nodules utilizing standardized perinodular parenchymal features from CT.
Uthoff J, Stephens MJ, Newell JD Jr, Hoffman EA, Larson J, Koehn N, De Stefano FA, Lusk CM, Wenzlaff AS, Watza D, Neslund-Dudas C, Carr LL, Lynch DA, Schwartz AG, Sieren JC. Uthoff J, et al. Among authors: hoffman ea. Med Phys. 2019 Jul;46(7):3207-3216. doi: 10.1002/mp.13592. Epub 2019 Jun 7. Med Phys. 2019. PMID: 31087332 Free PMC article.
Quantification of lung ventilation defects on hyperpolarized MRI: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD study.
Zhang X, Angelini ED, Haghpanah FS, Laine AF, Sun Y, Hiura GT, Dashnaw SM, Prince MR, Hoffman EA, Ambale-Venkatesh B, Lima JA, Wild JM, Hughes EW, Barr RG, Shen W. Zhang X, et al. Among authors: hoffman ea. Magn Reson Imaging. 2022 Oct;92:140-149. doi: 10.1016/j.mri.2022.06.016. Epub 2022 Jun 28. Magn Reson Imaging. 2022. PMID: 35777684 Free PMC article.
Mapping Alveolar Oxygen Partial Pressure in COPD Using Hyperpolarized Helium-3: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.
Taskiran NP, Hiura GT, Zhang X, Barr RG, Dashnaw SM, Hoffman EA, Malinsky D, Oelsner EC, Prince MR, Smith BM, Sun Y, Sun Y, Wild JM, Shen W, Hughes EW. Taskiran NP, et al. Among authors: hoffman ea. Tomography. 2022 Sep 13;8(5):2268-2284. doi: 10.3390/tomography8050190. Tomography. 2022. PMID: 36136886 Free PMC article.
Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
Angelini ED, Yang J, Balte PP, Hoffman EA, Manichaikul AW, Sun Y, Shen W, Austin JHM, Allen NB, Bleecker ER, Bowler R, Cho MH, Cooper CS, Couper D, Dransfield MT, Garcia CK, Han MK, Hansel NN, Hughes E, Jacobs DR, Kasela S, Kaufman JD, Kim JS, Lappalainen T, Lima J, Malinsky D, Martinez FJ, Oelsner EC, Ortega VE, Paine R, Post W, Pottinger TD, Prince MR, Rich SS, Silverman EK, Smith BM, Swift AJ, Watson KE, Woodruff PG, Laine AF, Barr RG. Angelini ED, et al. Among authors: hoffman ea. Thorax. 2023 Nov;78(11):1067-1079. doi: 10.1136/thorax-2022-219158. Epub 2023 Jun 2. Thorax. 2023. PMID: 37268414 Free PMC article.
Development of quantitative computed tomography lung protocols.
Newell JD Jr, Sieren J, Hoffman EA. Newell JD Jr, et al. Among authors: hoffman ea. J Thorac Imaging. 2013 Sep;28(5):266-71. doi: 10.1097/RTI.0b013e31829f6796. J Thorac Imaging. 2013. PMID: 23934142 Free PMC article. Review.
668 results