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Year | Number of Results |
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Strategies for Implementing Machine Learning Algorithms in the Clinical Practice of Radiology.
Radiology. 2024 Jan;310(1):e223170. doi: 10.1148/radiol.223170.
Radiology. 2024.
PMID: 38259208
Review.
Transparent Machine Learning Models to Diagnose Suspicious Thoracic Lesions Leveraging CT Guided Biopsy Data.
Lindsay WD Jr, Sachs N, Gee JC, Mortani Barbosa EJ Jr.
Lindsay WD Jr, et al.
Acad Radiol. 2022 Feb;29 Suppl 2:S156-S164. doi: 10.1016/j.acra.2021.07.002. Epub 2021 Aug 7.
Acad Radiol. 2022.
PMID: 34373194
Item in Clipboard
Image- versus histogram-based considerations in semantic segmentation of pulmonary hyperpolarized gas images.
Tustison NJ, Altes TA, Qing K, He M, Miller GW, Avants BB, Shim YM, Gee JC, Mugler JP 3rd, Mata JF.
Tustison NJ, et al.
Magn Reson Med. 2021 Nov;86(5):2822-2836. doi: 10.1002/mrm.28908. Epub 2021 Jul 5.
Magn Reson Med. 2021.
PMID: 34227163
Item in Clipboard
The ANTsX ecosystem for quantitative biological and medical imaging.
Tustison NJ, Cook PA, Holbrook AJ, Johnson HJ, Muschelli J, Devenyi GA, Duda JT, Das SR, Cullen NC, Gillen DL, Yassa MA, Stone JR, Gee JC, Avants BB.
Tustison NJ, et al.
Sci Rep. 2021 Apr 27;11(1):9068. doi: 10.1038/s41598-021-87564-6.
Sci Rep. 2021.
PMID: 33907199
Free PMC article.
Item in Clipboard
Convolutional Neural Networks with Template-Based Data Augmentation for Functional Lung Image Quantification.
Tustison NJ, Avants BB, Lin Z, Feng X, Cullen N, Mata JF, Flors L, Gee JC, Altes TA, Mugler Iii JP, Qing K.
Tustison NJ, et al.
Acad Radiol. 2019 Mar;26(3):412-423. doi: 10.1016/j.acra.2018.08.003. Epub 2018 Sep 6.
Acad Radiol. 2019.
PMID: 30195415
Free PMC article.
Item in Clipboard
Probing Changes in Lung Physiology in COPD Using CT, Perfusion MRI, and Hyperpolarized Xenon-129 MRI.
Qing K, Tustison NJ, Mugler JP 3rd, Mata JF, Lin Z, Zhao L, Wang D, Feng X, Shin JY, Callahan SJ, Bergman MP, Ruppert K, Altes TA, Cassani JM, Shim YM.
Qing K, et al.
Acad Radiol. 2019 Mar;26(3):326-334. doi: 10.1016/j.acra.2018.05.025. Epub 2018 Aug 5.
Acad Radiol. 2019.
PMID: 30087065
Free PMC article.
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Semiautomatic segmentation of longitudinal computed tomography images in a rat model of lung injury by surfactant depletion.
Xin Y, Song G, Cereda M, Kadlecek S, Hamedani H, Jiang Y, Rajaei J, Clapp J, Profka H, Meeder N, Wu J, Tustison NJ, Gee JC, Rizi RR.
Xin Y, et al.
J Appl Physiol (1985). 2015 Feb 1;118(3):377-85. doi: 10.1152/japplphysiol.00627.2014. Epub 2014 Nov 13.
J Appl Physiol (1985). 2015.
PMID: 25640150
Free PMC article.
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