Yang J - Search Results

1

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: yang j. Thorax. 2023 Nov;78(11):1067-1079. doi: 10.1136/thorax-2022-219158. Epub 2023 Jun 2. Thorax. 2023. PMID: 37268414 Free PMC article.

2

GENERATIVE METHOD TO DISCOVER EMPHYSEMA SUBTYPES WITH UNSUPERVISED LEARNING USING LUNG MACROSCOPIC PATTERNS (LMPS): THE MESA COPD STUDY.

Song J, Yang J, Smith B, Balte P, Hoffman EA, Barr RG, Laine AF, Angelini ED. Song J, et al. Among authors: yang j. Proc IEEE Int Symp Biomed Imaging. 2017 Apr;2017:375-378. doi: 10.1109/ISBI.2017.7950541. Epub 2017 Jun 19. Proc IEEE Int Symp Biomed Imaging. 2017. PMID: 28989563 Free PMC article.

3

Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.

Yang J, Angelini ED, Balte PP, Hoffman EA, Austin JHM, Smith BM, Song J, Barr RG, Laine AF. Yang J, et al. Med Image Comput Comput Assist Interv. 2017 Sep;10433:116-124. doi: 10.1007/978-3-319-66182-7_14. Epub 2017 Sep 4. Med Image Comput Comput Assist Interv. 2017. PMID: 29354811 Free PMC article.

4

Emphysema Quantification on Cardiac CT Scans Using Hidden Markov Measure Field Model: The MESA Lung Study.

Yang J, Angelini ED, Balte PP, Hoffman EA, Wu CO, Venkatesh BA, Barr RG, Laine AF. Yang J, et al. Med Image Comput Comput Assist Interv. 2016 Oct;9901:624-631. doi: 10.1007/978-3-319-46723-8_72. Epub 2016 Oct 2. Med Image Comput Comput Assist Interv. 2016. PMID: 28845485 Free PMC article.

5

Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.

Yang J, Angelini ED, Smith BM, Austin JHM, Hoffman EA, Bluemke DA, Barr RG, Laine AF. Yang J, et al. Med Comput Vis Bayesian Graph Models Biomed Imaging (2016). 2017;2017:69-80. doi: 10.1007/978-3-319-61188-4_7. Epub 2017 Jul 1. Med Comput Vis Bayesian Graph Models Biomed Imaging (2016). 2017. PMID: 29202136 Free PMC article.

6

A Longitudinal Cohort Study of Aspirin Use and Progression of Emphysema-like Lung Characteristics on CT Imaging: The MESA Lung Study.

Aaron CP, Schwartz JE, Hoffman EA, Angelini E, Austin JHM, Cushman M, Jacobs DR Jr, Kaufman JD, Laine A, Smith LJ, Yang J, Watson KE, Tracy RP, Barr RG. Aaron CP, et al. Among authors: yang j. Chest. 2018 Jul;154(1):41-50. doi: 10.1016/j.chest.2017.11.031. Epub 2017 Dec 12. Chest. 2018. PMID: 29246770 Free PMC article.

7

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules.

Feng X, Yang J, Laine AF, Angelini ED. Feng X, et al. Among authors: yang j. Med Image Comput Comput Assist Interv. 2017 Sep;10435:568-576. doi: 10.1007/978-3-319-66179-7_65. Epub 2017 Sep 4. Med Image Comput Comput Assist Interv. 2017. PMID: 29308456 Free PMC article.

8

Association Between Long-term Exposure to Ambient Air Pollution and Change in Quantitatively Assessed Emphysema and Lung Function.

Wang M, Aaron CP, Madrigano J, Hoffman EA, Angelini E, Yang J, Laine A, Vetterli TM, Kinney PL, Sampson PD, Sheppard LE, Szpiro AA, Adar SD, Kirwa K, Smith B, Lederer DJ, Diez-Roux AV, Vedal S, Kaufman JD, Barr RG. Wang M, et al. Among authors: yang j. JAMA. 2019 Aug 13;322(6):546-556. doi: 10.1001/jama.2019.10255. JAMA. 2019. PMID: 31408135 Free PMC article.

9

Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.

Yang J, Angelini ED, Balte PP, Hoffman EA, Austin JHM, Smith BM, Barr RG, Laine AF. Yang J, et al. IEEE Trans Med Imaging. 2021 Dec;40(12):3652-3662. doi: 10.1109/TMI.2021.3094660. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34224349 Free PMC article.

10

Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.

Yang J, Feng X, Laine AF, Angelini ED. Yang J, et al. IEEE J Biomed Health Inform. 2020 Apr;24(4):1180-1187. doi: 10.1109/JBHI.2019.2928831. Epub 2019 Jul 31. IEEE J Biomed Health Inform. 2020. PMID: 31380772 Free PMC article.

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