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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: arnaout o. Neuro Oncol. 2019 Nov 4;21(11):1412-1422. doi: 10.1093/neuonc/noz106. Neuro Oncol. 2019. PMID: 31190077 Free PMC article.
Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review.
Senders JT, Staples PC, Karhade AV, Zaki MM, Gormley WB, Broekman MLD, Smith TR, Arnaout O. Senders JT, et al. Among authors: arnaout o. World Neurosurg. 2018 Jan;109:476-486.e1. doi: 10.1016/j.wneu.2017.09.149. Epub 2017 Oct 3. World Neurosurg. 2018. PMID: 28986230 Review.
An introduction and overview of machine learning in neurosurgical care.
Senders JT, Zaki MM, Karhade AV, Chang B, Gormley WB, Broekman ML, Smith TR, Arnaout O. Senders JT, et al. Among authors: arnaout o. Acta Neurochir (Wien). 2018 Jan;160(1):29-38. doi: 10.1007/s00701-017-3385-8. Epub 2017 Nov 13. Acta Neurochir (Wien). 2018. PMID: 29134342 Review.
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: arnaout o. 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.
Information-Based Medicine in Glioma Patients: A Clinical Perspective.
Senders JT, Harary M, Stopa BM, Staples P, Broekman MLD, Smith TR, Gormley WB, Arnaout O. Senders JT, et al. Among authors: arnaout o. Comput Math Methods Med. 2018 Jun 13;2018:8572058. doi: 10.1155/2018/8572058. eCollection 2018. Comput Math Methods Med. 2018. PMID: 30008798 Free PMC article. Review.
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: arnaout o. 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.
Artificial intelligence in cancer imaging: Clinical challenges and applications.
Bi WL, Hosny A, Schabath MB, Giger ML, Birkbak NJ, Mehrtash A, Allison T, Arnaout O, Abbosh C, Dunn IF, Mak RH, Tamimi RM, Tempany CM, Swanton C, Hoffmann U, Schwartz LH, Gillies RJ, Huang RY, Aerts HJWL. Bi WL, et al. Among authors: arnaout o. CA Cancer J Clin. 2019 Mar;69(2):127-157. doi: 10.3322/caac.21552. Epub 2019 Feb 5. CA Cancer J Clin. 2019. PMID: 30720861 Free PMC article. Review.
70 results