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Clustering-based spatial analysis (CluSA) framework through graph neural network for chronic kidney disease prediction using histopathology images.
Lee J, Warner E, Shaikhouni S, Bitzer M, Kretzler M, Gipson D, Pennathur S, Bellovich K, Bhat Z, Gadegbeku C, Massengill S, Perumal K, Saha J, Yang Y, Luo J, Zhang X, Mariani L, Hodgin JB, Rao A. Lee J, et al. Sci Rep. 2023 Aug 5;13(1):12701. doi: 10.1038/s41598-023-39591-8. Sci Rep. 2023. PMID: 37543648 Free PMC article.
A PET Radiomics Model to Predict Refractory Mediastinal Hodgkin Lymphoma.
Milgrom SA, Elhalawani H, Lee J, Wang Q, Mohamed ASR, Dabaja BS, Pinnix CC, Gunther JR, Court L, Rao A, Fuller CD, Akhtari M, Aristophanous M, Mawlawi O, Chuang HH, Sulman EP, Lee HJ, Hagemeister FB, Oki Y, Fanale M, Smith GL. Milgrom SA, et al. Among authors: lee j, lee hj. Sci Rep. 2019 Feb 4;9(1):1322. doi: 10.1038/s41598-018-37197-z. Sci Rep. 2019. PMID: 30718585 Free PMC article.
Radiomics feature robustness as measured using an MRI phantom.
Lee J, Steinmann A, Ding Y, Lee H, Owens C, Wang J, Yang J, Followill D, Ger R, MacKin D, Court LE. Lee J, et al. Among authors: lee h. Sci Rep. 2021 Feb 17;11(1):3973. doi: 10.1038/s41598-021-83593-3. Sci Rep. 2021. PMID: 33597610 Free PMC article.
Stress Testing Pathology Models with Generated Artifacts.
Wang NC, Kaplan J, Lee J, Hodgin J, Udager A, Rao A. Wang NC, et al. Among authors: lee j. J Pathol Inform. 2021 Dec 24;12:54. doi: 10.4103/jpi.jpi_6_21. eCollection 2021. J Pathol Inform. 2021. PMID: 35070483 Free PMC article.
Unsupervised machine learning for identifying important visual features through bag-of-words using histopathology data from chronic kidney disease.
Lee J, Warner E, Shaikhouni S, Bitzer M, Kretzler M, Gipson D, Pennathur S, Bellovich K, Bhat Z, Gadegbeku C, Massengill S, Perumal K, Saha J, Yang Y, Luo J, Zhang X, Mariani L, Hodgin JB, Rao A; C-PROBE Study. Lee J, et al. Sci Rep. 2022 Mar 22;12(1):4832. doi: 10.1038/s41598-022-08974-8. Sci Rep. 2022. PMID: 35318420 Free PMC article.
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