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Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement.
Chang K, Beers AL, Bai HX, Brown JM, Ly KI, Li X, Senders JT, Kavouridis VK, Boaro A, Su C, Bi WL, Rapalino O, Liao W, Shen Q, Zhou H, Xiao B, Wang Y, Zhang PJ, Pinho MC, Wen PY, Batchelor TT, Boxerman JL, Arnaout O, Rosen BR, Gerstner ER, Yang L, Huang RY, Kalpathy-Cramer J. Chang K, et al. Among authors: zhang pj. Neuro Oncol. 2019 Nov 4;21(11):1412-1422. doi: 10.1093/neuonc/noz106. Neuro Oncol. 2019. PMID: 31190077 Free PMC article.
Residual Convolutional Neural Network for the Determination of IDH Status in Low- and High-Grade Gliomas from MR Imaging.
Chang K, Bai HX, Zhou H, Su C, Bi WL, Agbodza E, Kavouridis VK, Senders JT, Boaro A, Beers A, Zhang B, Capellini A, Liao W, Shen Q, Li X, Xiao B, Cryan J, Ramkissoon S, Ramkissoon L, Ligon K, Wen PY, Bindra RS, Woo J, Arnaout O, Gerstner ER, Zhang PJ, Rosen BR, Yang L, Huang RY, Kalpathy-Cramer J. Chang K, et al. Among authors: zhang b, zhang pj. Clin Cancer Res. 2018 Mar 1;24(5):1073-1081. doi: 10.1158/1078-0432.CCR-17-2236. Epub 2017 Nov 22. Clin Cancer Res. 2018. PMID: 29167275 Free PMC article.
Machine learning reveals multimodal MRI patterns predictive of isocitrate dehydrogenase and 1p/19q status in diffuse low- and high-grade gliomas.
Zhou H, Chang K, Bai HX, Xiao B, Su C, Bi WL, Zhang PJ, Senders JT, Vallières M, Kavouridis VK, Boaro A, Arnaout O, Yang L, Huang RY. Zhou H, et al. Among authors: zhang pj. J Neurooncol. 2019 Apr;142(2):299-307. doi: 10.1007/s11060-019-03096-0. Epub 2019 Jan 19. J Neurooncol. 2019. PMID: 30661193 Free PMC article.
Assessment of care pattern and outcome in hemangioblastoma.
Huang Y, Chan L, Bai HX, Li X, Zhang Z, Wang Y, Cao Y, Karakousis G, Huang R, Xiao B, Zhang PJ, Yang L. Huang Y, et al. Among authors: zhang pj, zhang z. Sci Rep. 2018 Jul 24;8(1):11144. doi: 10.1038/s41598-018-29047-9. Sci Rep. 2018. PMID: 30042517 Free PMC article.
Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging.
Xi IL, Zhao Y, Wang R, Chang M, Purkayastha S, Chang K, Huang RY, Silva AC, Vallières M, Habibollahi P, Fan Y, Zou B, Gade TP, Zhang PJ, Soulen MC, Zhang Z, Bai HX, Stavropoulos SW. Xi IL, et al. Among authors: zhang pj, zhang z. Clin Cancer Res. 2020 Apr 15;26(8):1944-1952. doi: 10.1158/1078-0432.CCR-19-0374. Epub 2020 Jan 14. Clin Cancer Res. 2020. PMID: 31937619
Deep Learning Based on MRI for Differentiation of Low- and High-Grade in Low-Stage Renal Cell Carcinoma.
Zhao Y, Chang M, Wang R, Xi IL, Chang K, Huang RY, Vallières M, Habibollahi P, Dagli MS, Palmer M, Zhang PJ, Silva AC, Yang L, Soulen MC, Zhang Z, Bai HX, Stavropoulos SW. Zhao Y, et al. Among authors: zhang pj, zhang z. J Magn Reson Imaging. 2020 Nov;52(5):1542-1549. doi: 10.1002/jmri.27153. Epub 2020 Mar 28. J Magn Reson Imaging. 2020. PMID: 32222054
414 results